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Radiation Stopping Power Damage Cascades
Displacement and the DPA
2214 ndash Nuclear Materials Slide 1
Learning Objectives
bull Predict stopping power of radiation as functions of material type energy of radiation
bull Conceptualize radiation damage cascades stages and evolution in time
bull Estimate the quantitative displacement rates from radiation and define the DPA
bull Track the buildup of radiation point defects as functions of temperature defect concentration
2214 ndash Nuclear Materials Slide 2
Building Up to Radiation Effects
Short amp Yip Current Opinions in Solid State Material Science (2015)
hellip wersquoll be here next week
We are herehellip
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Short M and S Yip Materials Aging at the Mesoscale Kinetics of Thermal Stress RadiationActivations Current Opinion in Solid State and Materials Science 19 no 4 (2015) 245-52
2214 ndash Nuclear Materials Slide 3
Stopping Power
bull More energetic particles do more damage hellip to a point
bull hellip but how much
bull Charge vs no charge
bull What about damage vs mean free path
Stopping power of protons in iron
httpwwwsrimorg
2214 ndash Nuclear Materials Slide 4
Courtesy of James F Ziegler Used with permission
CoulombicNuclear Stopping Powerbull Stopping Power is defined as differential energy
loss as a function of energy
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597
bull Separable components due to nuclear (screened nucleus Coulombic) electronic and radiative terms
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597 119899119899119899119899119899119899119899119899
minus120597120597119864119864120597120597120597120597 119890119890119899119899119890119890119899119899
minus120597120597119864119864120597120597120597120597 119903119903119903119903119903119903
2214 ndash Nuclear Materials Slide 5
Range
bull Integrate inverse of stopping
range of the particle 119877119877119877119877119877119877119877119877119877119877
pow
= int
er over the energy
0119864119864119898119898119898119898119898119898 1
119878119878
Source Wikimedia Commons
bull Not all particles have119864119864119889119889119864119864
identical range stragglingdescribes this variation
RangeThis image is in the public domain
2214 ndash Nuclear Materials Slide 6
Stopping Power Components
bull Nuclear stopping power First assume Coulombicnucleus interactions describe interatomic potential
119881119881 119903119903 = 119885119885111988511988521205761205762
119903119903(1r dependence)
bull Positive nucleus screenedby negative electron cloud
119881119881 119903119903 =119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
minus119903119903119903119903
Effective screening radius
H Paul AIP Conf Proc 1525309 (2013)
2214 ndash Nuclear Materials Slide 7
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Learning Objectives
bull Predict stopping power of radiation as functions of material type energy of radiation
bull Conceptualize radiation damage cascades stages and evolution in time
bull Estimate the quantitative displacement rates from radiation and define the DPA
bull Track the buildup of radiation point defects as functions of temperature defect concentration
2214 ndash Nuclear Materials Slide 2
Building Up to Radiation Effects
Short amp Yip Current Opinions in Solid State Material Science (2015)
hellip wersquoll be here next week
We are herehellip
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Short M and S Yip Materials Aging at the Mesoscale Kinetics of Thermal Stress RadiationActivations Current Opinion in Solid State and Materials Science 19 no 4 (2015) 245-52
2214 ndash Nuclear Materials Slide 3
Stopping Power
bull More energetic particles do more damage hellip to a point
bull hellip but how much
bull Charge vs no charge
bull What about damage vs mean free path
Stopping power of protons in iron
httpwwwsrimorg
2214 ndash Nuclear Materials Slide 4
Courtesy of James F Ziegler Used with permission
CoulombicNuclear Stopping Powerbull Stopping Power is defined as differential energy
loss as a function of energy
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597
bull Separable components due to nuclear (screened nucleus Coulombic) electronic and radiative terms
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597 119899119899119899119899119899119899119899119899
minus120597120597119864119864120597120597120597120597 119890119890119899119899119890119890119899119899
minus120597120597119864119864120597120597120597120597 119903119903119903119903119903119903
2214 ndash Nuclear Materials Slide 5
Range
bull Integrate inverse of stopping
range of the particle 119877119877119877119877119877119877119877119877119877119877
pow
= int
er over the energy
0119864119864119898119898119898119898119898119898 1
119878119878
Source Wikimedia Commons
bull Not all particles have119864119864119889119889119864119864
identical range stragglingdescribes this variation
RangeThis image is in the public domain
2214 ndash Nuclear Materials Slide 6
Stopping Power Components
bull Nuclear stopping power First assume Coulombicnucleus interactions describe interatomic potential
119881119881 119903119903 = 119885119885111988511988521205761205762
119903119903(1r dependence)
bull Positive nucleus screenedby negative electron cloud
119881119881 119903119903 =119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
minus119903119903119903119903
Effective screening radius
H Paul AIP Conf Proc 1525309 (2013)
2214 ndash Nuclear Materials Slide 7
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Building Up to Radiation Effects
Short amp Yip Current Opinions in Solid State Material Science (2015)
hellip wersquoll be here next week
We are herehellip
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Short M and S Yip Materials Aging at the Mesoscale Kinetics of Thermal Stress RadiationActivations Current Opinion in Solid State and Materials Science 19 no 4 (2015) 245-52
2214 ndash Nuclear Materials Slide 3
Stopping Power
bull More energetic particles do more damage hellip to a point
bull hellip but how much
bull Charge vs no charge
bull What about damage vs mean free path
Stopping power of protons in iron
httpwwwsrimorg
2214 ndash Nuclear Materials Slide 4
Courtesy of James F Ziegler Used with permission
CoulombicNuclear Stopping Powerbull Stopping Power is defined as differential energy
loss as a function of energy
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597
bull Separable components due to nuclear (screened nucleus Coulombic) electronic and radiative terms
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597 119899119899119899119899119899119899119899119899
minus120597120597119864119864120597120597120597120597 119890119890119899119899119890119890119899119899
minus120597120597119864119864120597120597120597120597 119903119903119903119903119903119903
2214 ndash Nuclear Materials Slide 5
Range
bull Integrate inverse of stopping
range of the particle 119877119877119877119877119877119877119877119877119877119877
pow
= int
er over the energy
0119864119864119898119898119898119898119898119898 1
119878119878
Source Wikimedia Commons
bull Not all particles have119864119864119889119889119864119864
identical range stragglingdescribes this variation
RangeThis image is in the public domain
2214 ndash Nuclear Materials Slide 6
Stopping Power Components
bull Nuclear stopping power First assume Coulombicnucleus interactions describe interatomic potential
119881119881 119903119903 = 119885119885111988511988521205761205762
119903119903(1r dependence)
bull Positive nucleus screenedby negative electron cloud
119881119881 119903119903 =119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
minus119903119903119903119903
Effective screening radius
H Paul AIP Conf Proc 1525309 (2013)
2214 ndash Nuclear Materials Slide 7
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Stopping Power
bull More energetic particles do more damage hellip to a point
bull hellip but how much
bull Charge vs no charge
bull What about damage vs mean free path
Stopping power of protons in iron
httpwwwsrimorg
2214 ndash Nuclear Materials Slide 4
Courtesy of James F Ziegler Used with permission
CoulombicNuclear Stopping Powerbull Stopping Power is defined as differential energy
loss as a function of energy
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597
bull Separable components due to nuclear (screened nucleus Coulombic) electronic and radiative terms
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597 119899119899119899119899119899119899119899119899
minus120597120597119864119864120597120597120597120597 119890119890119899119899119890119890119899119899
minus120597120597119864119864120597120597120597120597 119903119903119903119903119903119903
2214 ndash Nuclear Materials Slide 5
Range
bull Integrate inverse of stopping
range of the particle 119877119877119877119877119877119877119877119877119877119877
pow
= int
er over the energy
0119864119864119898119898119898119898119898119898 1
119878119878
Source Wikimedia Commons
bull Not all particles have119864119864119889119889119864119864
identical range stragglingdescribes this variation
RangeThis image is in the public domain
2214 ndash Nuclear Materials Slide 6
Stopping Power Components
bull Nuclear stopping power First assume Coulombicnucleus interactions describe interatomic potential
119881119881 119903119903 = 119885119885111988511988521205761205762
119903119903(1r dependence)
bull Positive nucleus screenedby negative electron cloud
119881119881 119903119903 =119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
minus119903119903119903119903
Effective screening radius
H Paul AIP Conf Proc 1525309 (2013)
2214 ndash Nuclear Materials Slide 7
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
CoulombicNuclear Stopping Powerbull Stopping Power is defined as differential energy
loss as a function of energy
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597
bull Separable components due to nuclear (screened nucleus Coulombic) electronic and radiative terms
119873119873 lowast 119878119878 119864119864 = minus120597120597119864119864120597120597120597120597 119899119899119899119899119899119899119899119899
minus120597120597119864119864120597120597120597120597 119890119890119899119899119890119890119899119899
minus120597120597119864119864120597120597120597120597 119903119903119903119903119903119903
2214 ndash Nuclear Materials Slide 5
Range
bull Integrate inverse of stopping
range of the particle 119877119877119877119877119877119877119877119877119877119877
pow
= int
er over the energy
0119864119864119898119898119898119898119898119898 1
119878119878
Source Wikimedia Commons
bull Not all particles have119864119864119889119889119864119864
identical range stragglingdescribes this variation
RangeThis image is in the public domain
2214 ndash Nuclear Materials Slide 6
Stopping Power Components
bull Nuclear stopping power First assume Coulombicnucleus interactions describe interatomic potential
119881119881 119903119903 = 119885119885111988511988521205761205762
119903119903(1r dependence)
bull Positive nucleus screenedby negative electron cloud
119881119881 119903119903 =119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
minus119903119903119903119903
Effective screening radius
H Paul AIP Conf Proc 1525309 (2013)
2214 ndash Nuclear Materials Slide 7
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Range
bull Integrate inverse of stopping
range of the particle 119877119877119877119877119877119877119877119877119877119877
pow
= int
er over the energy
0119864119864119898119898119898119898119898119898 1
119878119878
Source Wikimedia Commons
bull Not all particles have119864119864119889119889119864119864
identical range stragglingdescribes this variation
RangeThis image is in the public domain
2214 ndash Nuclear Materials Slide 6
Stopping Power Components
bull Nuclear stopping power First assume Coulombicnucleus interactions describe interatomic potential
119881119881 119903119903 = 119885119885111988511988521205761205762
119903119903(1r dependence)
bull Positive nucleus screenedby negative electron cloud
119881119881 119903119903 =119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
minus119903119903119903119903
Effective screening radius
H Paul AIP Conf Proc 1525309 (2013)
2214 ndash Nuclear Materials Slide 7
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Stopping Power Components
bull Nuclear stopping power First assume Coulombicnucleus interactions describe interatomic potential
119881119881 119903119903 = 119885119885111988511988521205761205762
119903119903(1r dependence)
bull Positive nucleus screenedby negative electron cloud
119881119881 119903119903 =119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
minus119903119903119903119903
Effective screening radius
H Paul AIP Conf Proc 1525309 (2013)
2214 ndash Nuclear Materials Slide 7
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Stopping Power Components
119881119881 119903119903 = 11988511988511198851198852120576120576119903119903
2(Coulomb)
119881119881 119903119903 = 119885119885111988511988521205761205762
41205871205871205761205760119903119903119877119877
Pretty graphs by Desmos Grapher (wwwdesmosorg)
minus119903119903119898119898 (Screened)
2214 ndash Nuclear Materials Slide 8
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Stopping Power Components
Decreasing screening strengthUnscreened potential
2214 ndash Nuclear Materials Slide 9
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Stopping Power Components
bull Assume 119903119903119864119864119903119903119909119909 119903119903119903119903119903119903
asymp 0
bull Nuclear stopping power formula (Was p 47)
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
12057412057411986411986411989411989412057612057621205741205741198641198641199031199032
4119864119864119894119894
119889119889119864119864119889119889120597120597 119899119899119899119899119899119899119899119899
=119873119873120587120587119885119885111988511988521205761205764
1198641198641198941198941198721198721
1198721198722ln
41198641198641198941198942
12057612057621198641198641199031199032
120574120574 =4119898119898119872119872119898119898 + 119872119872 2
2214 ndash Nuclear Materials Slide 10
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Stopping Power Components
bull Now turn to electronic stopping The Bethe-Bloch formula describes this well
minus119889119889119864119864119889119889120597120597
=4120587120587119896119896021198851198852120576120576411987711987711989011989011989811989811989011989011988811988821205731205732
ln211989811989811989011989011988811988821205731205732
119868119868 1 minus 1205731205732minus 1205731205732
120573120573 =119907119907119894119894119894119894119899119899119888119888
119877119877119890119890 = 119877119877119890119890119877119877119888119888119890119890119903119903119890119890119877119877 119889119889119877119877119877119877119889119889119889119889119890119890119889119889
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 11
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Stopping Power Components
bull I is the mean excitation energy of the medium
2214 ndash Nuclear Materials Slide 12
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Relative Stopping Powers
bull Plotcompare SeSn
119878119878119890119890119878119878119899119899
=21198721198722
1198981198981198901198901198851198852
ln 120574120574119890119890119864119864119894119894119868119868
ln 120574120574119864119864119894119894119864119864119903119903
bull Electronic stopping power takes over by factors of 102-104 for high energy ionshellip
bull hellip what about neutrons
2214 ndash Nuclear Materials Slide 13
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Relative Stopping PowersH Paul AIP Conf Proc 1525309 (2013)
copy 2015 AIP Publishing LLC All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 14
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Relative Stopping PowersWas p 84
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 15
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Relative Stopping PowersWas p 84
bull What does this say aboutbull Energy deposition vs energy
at high-Ebull Same at low-E
bull When is the most damage done to a material
bull Explain damage rates vs ranges of heavy ions amp fast neutrons
bull hellip
bull What about thermal neutronscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 16
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
It All Starts with Frenkel Pairs
bull Frenkel pair ndash perfect vacancyinterstitial combination
bull Produced very well by electron radiation
Vacancy
Interstitial
2214 ndash Nuclear Materials Slide 17
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
The Damage Cascade
bull Frenkel pairs donrsquot stay that way
bull Many ideas about how ldquodamage cascaderdquo evolvesbull Called ldquocascaderdquo due to
subsequent continuing damage effects
bull Whatrsquos wrong with this picture
Was p 128
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Original conception of damage cascade showing path of Frenkel pair production
2214 ndash Nuclear Materials Slide 18
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Damage Cascades RevisitedWas p 128
bull Many more forms of damage are possiblebull Single vacancies amp
interstitials not always energetically favorable
bull Frenkel pairs donrsquot explain observed damage
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
Revised damage cascade accounting for crystallinity
2214 ndash Nuclear Materials Slide 19
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Damage Cascades RevisitedWas p 128
Stable energetically favorable fast-moving defects
Primary Knock-on Atom (PKA)
Collisions can knock atoms in close-packed
directionsHow stable would this be in the
long termcopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 20
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Cascade Stages ndash Ballistics
bull Put simply atoms get knocked around
bull No time to relax
bull ~10MeV neutronsmove how fastbull How long to move one
lattice parameter
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 21
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Cascade Stages ndash Thermal Spikebull Temperature rises
very locally for avery short time
K O Trachenko M T Dove E K H Salje J Phys Condens Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 22
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Cascade Stages ndash Quench
bull Heat is conducted away EXTREMELY quickly
K O Trachenko M T Dove E K H Salje J Phys Cond Matter 131947 (2001)
2214 ndash Nuclear Materials Slide 23
copy IOP Publishing Inc (US office) All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Cascade Stages ndash Anneal
bull Most damage ldquoannealsrdquo out or recombinesgets sunk awaybull For neutrons amp ions almost all damage anneals
D S Aidhy et al Scripta Mater 60(8)691 (2009)
119890119890 = 0 119877119877119889119889 119890119890 = 245 119877119877119889119889
Courtesy of Elsevier Inc httpwwwsciencedirectcom Used with permissionSource Aidhy D S Kinetically Driven Point-Defect Clustering in Irradiated MgOby Molecular-Dynamics Simulation Scripta Materialia 60 no 8 (2009) 691-4
Simulated annealing of Frenkel pairs in MgO at 1000K2214 ndash Nuclear Materials Slide 24
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Types of Radiation
bull Different radiation produces different cascadesDifferent radiation produces different cascades
Increasing mass same
charge
Moderate mass no
charge
Stopping MechanismMass amp Charge
All electronic
Mostly electronic
Mostly nuclear some coulombic
Entirely nuclear
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 25
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash BCAWas p 134
bull Binary Collision Approximationbull Uses interatomic
potentials (like MD) to allow atoms to move
bull Does not restrict crystallinity
bull Creates collision cascades pretty well
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 26
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash MD
bull Solve 119865119865 = 119898119898119877119877 for every pair of atoms
bull Interatomic potentials are the key to interactionsbull Right MD simulation of 1keV cascade in
iron at 100K
Was p 139
018ps
95 ps
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 27
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
Lennard-Jones Potential
httpwwwcmbirunlredockimagesLennardJonespng
2214 ndash Nuclear Materials Slide 28
Courtesy of Bo Hanssen amp Sander Jans Used with permission
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash MD
bull Interatomic potentials are the key to interactions
bull Attractive amp repulsiveterms
bull Lennard-Jones (LJ) potential widely used
J Yu et al J Mater Chem193923-3930 (2009)
Attractive terms of selected potentials (dots) and LJ-modified version (lines)
2214 ndash Nuclear Materials Slide 29
copy Royal Society of Chemistry All rights reserved This content is excluded from our CreativeCommons license For more information see httpocwmiteduhelpfaq-fair-use
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 30
A video is played in class to demonstrate the concept
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash MDhttpwww-personalumichedu~gswmovieshtml
2214 ndash Nuclear Materials Slide 31
A video is played in class to demonstrate the concept
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash MC
bull With pre-determined bull Example TRIMdistributions for some bull Randomly choose features scattering angles new
mean free pathsbull ldquoRoll the dicerdquo to sample from distributions
bull Let random numbers determine where things move and change
2214 ndash Nuclear Materials Slide 32
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash MChttpwww-personalumichedu~gswmovieshtml
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 33
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash Rate Theory
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
bull Assume rate-controlled equations for defect migration clustering
bull Often employs ldquomean field theoryrdquobull Glosses over details to
accelerate time
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 34
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Methods ndash Rate Theorybull How good is the approximation Is it worth it
C J Ortiz M J Caturla J Computer-Aided Materials Design 14171-181 (2007)
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 35
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Damage Cascades ndash Summary
bull Spans multiple time scalesbull Sets the stage for defect migration to higher length scales
bull Simulation also requires multiscale methods with much creativity to get right
Was p 140
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 36
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Reaction rate 1199031199031198941198941198891198891198891198891198991198991198981198983minus119889119889119890119890119899119899
Material number density 1199031199031198861198861198941198941198981198981198891198891198981198983 Displacement cross section
Maximum energy available Energy dependent flux distribution
2214 ndash Nuclear Materials Slide 37
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
bull Define a rate of atomic displacements using flux
119877119877 = 0
119864119864119898119898119898119898119898119898119873119873 lowast Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
119877119877119873119873
=119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
2214 ndash Nuclear Materials Slide 38
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
Known or pre-determined Only unknown quantity
bull Develop expression for displacement cross section
2214 ndash Nuclear Materials Slide 39
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
bull Define a rate of atomic displacements using flux
119863119863119863119863119863119863119889119889119877119877119888119888
= 0
119864119864119898119898119898119898119898119898Φ 119864119864119894119894 lowast 120590120590119863119863 119864119864119894119894 119889119889119864119864119894119894
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
Probability that an atom displaced by a particle with
119879119879 119889119889
ener
119879119879
gy Ei leaves with recoil
bull T is the PKA (displaced atom) recoil energy
energy T (differential energy transfer cross section)
119879119879 119907119907 119879119879 119889119889119879119879 119889119889Number of atomic displacements from a PKA with energy T
2214 ndash Nuclear Materials Slide 40
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Assume there i
119907119907
s some threshold ener
119879119879 119889119889
gy (E
119879119879
d) below which a displacement does not occur
bull Otherwise a displa
119879119879
119907119907ce
=
me
0
nt will
119879119879
o
lt
cc
119864119864
u119903119903
r119879119879 = 1 119879119879 ge 119864119864119903119903
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 41
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Sharp displacementthreshold model
bull What does thismodel neglect
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 74
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 42
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907 119879119879 119889119889119879119879
bull Add some smoothnessto this function
bull Accounts for atomicvibrations impurities
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
Was p 75
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 43
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
bull What is this threshold energybull Letrsquos estimate
1 Energy to break metal surface bonds ~5eV
2 Shift removed atom to the interior x2
3 Stuff atom in an interstitial site assume no time to relax the lattice x2
4 Displacement isnrsquot in the easiest direction x2
2214 ndash Nuclear Materials Slide 44
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
bull What is thisthreshold energy
bull Notice any patternsin the databull Crystal structure
bull Melting point
bull Something else
Was p 83
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 45
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Displacement Theory
120590120590119863119863 119864119864119894119894 = 119879119879119898119898119898119898119898119898
119879119879119898119898119898119898119898119898120590120590 119864119864119894119894 119879119879 119907119907
bull Returning to v(T) assume sufficientl
119879119879 119889119889
y hi
119879119879
gh energy PKAs can do more damage
bull Enter the Kinchin-Pease (K-P) model
119879119879 119907119907119879119879 119907119907 119879119879 119889119889119879119879 119889119889
2214 ndash Nuclear Materials Slide 46
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119879119879119907119907 120576120576 119889119889120576120576
bull Now split into three relevant rangesE lt 119864119864119903119903 119864119864119903119903 le E lt 2119864119864119903119903 E gt 2119864119864119903119903
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 47
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Kinchin-Pease Model
119907119907 119879119879 =21198791198790
119864119864119889119889119907119907 120576120576 119889119889120576120576 +
119864119864119889119889
2119864119864119889119889119907119907 120576120576 119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
bull First term is 0 (energy too low to displace)
bull Second term is 1 (only one displacement possible)
bull Third term is steadily increasing
119907119907 119879119879 =21198791198790
1198641198641198891198890119889119889120576120576 +
119864119864119889119889
21198641198641198891198891119889119889120576120576 +
2119864119864119889119889
119879119879119907119907 120576120576 119889119889120576120576
2214 ndash Nuclear Materials Slide 48
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Kinchin-Pease Model
bull Final formulation
Was p 77
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 49
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modifications to K-P Model
bull Is the cutoff energy really true
Was p 84 H Paul AIP Conf Proc 1525309 (2013)
copy Springer All rights reserved This content is excluded from copy AIP Publishing LLC All rights reserved This content is excluded from our Creativeour Creative Commons license For more information see Commons license For more information see httpocwmiteduhelpfaq-fair-usehttpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 50
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modifications to K-P ModelWas p 77
bullAllow nuclear stoppingpower to diminishbut not disappearafter Ec
bull Also allow electronicstopping to starttaking over before Ec
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 51
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 52
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modifications to K-P Model
bull Account for crystallinity Channeling
bull Displaced atom can travelthrough empty spacebetween lattice planesbull Nuclear stopping ~ 0
bull Only electronic stopping
bull Lots of paths to channel
Was p 102
copy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 53
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modifications to K-P ModelWas p 92
bull Close-packed energy transfer Focusingbull Think packed billiard balls on a pool table
bull Assumes hard sphere collisions
bull Where would this happenbull Close-packed
directions
bull Crowdions
bull Dumbbellscopy Springer All rights reserved This content is excluded from our Creative Commonslicense For more information see httpocwmiteduhelpfaq-fair-use
2214 ndash Nuclear Materials Slide 54
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
The Real σD Is UglyWas p 108
2214 ndash Nuclear Materials Slide 55
[Was Gary S Fundamentals of Radiation Materials Science pp 92] removed due to copyright restrictions
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Damage After the Cascade
bull What happens to damage after the cascadebull Production
bull Recombination
bull Absorption at sinks
bull Migration
2214 ndash Nuclear Materials Slide 56
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible gain termsbull Displacement production
bull Reaction production
bull What are the possible loss termsbull Recombination
bull Loss to sinks
bull Diffusion
2214 ndash Nuclear Materials Slide 57
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Point Defect Balance
Change = Gain ndash Loss
bull What are the possible sinksbull Grain boundaries
bull Dislocations
bull Impurities
bull Free surfaces
bull Incoherent precipitates
2214 ndash Nuclear Materials Slide 58
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Gain Terms
bull Defect Production Rate
1198701198700 =119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576
bull Reaction Production Rate
1198771198770 = 119903119903=1
119899119899
119877119877120597120597119877119877119903119903
From SRIM etc
Damage cascade efficiency
Ignorehellip for now
2214 ndash Nuclear Materials Slide 59
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Loss Terms Recombination
bull Introduce some recombination rate constant 119870119870119894119894119894119894bull Relate to the relevant defect concentrations
119862119862119894119894 = 119868119868119877119877119890119890119877119877119903119903119889119889119890119890119889119889119890119890119889119889119877119877119890119890 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877119862119862119894119894 = 119881119881119877119877119888119888119877119877119877119877119888119888119889119889 119862119862119890119890119877119877119888119888119877119877119877119877119890119890119903119903119877119877119890119890119889119889119890119890119877119877
120597120597119862119862 119894119894119894119894
120597120597119890119890 119877119877119890119890119899119899119894119894119898119898119877119877119894119894119899119899119903119903119886119886119894119894119894119894119899119899= 119870119870119894119894119894119894119862119862119894119894119862119862119894119894
2214 ndash Nuclear Materials Slide 60
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Loss Terms Sinks
bull For each sink define a sink strength 119870119870119889119889bull Relate sink rate to concentrations of defects 119862119862 119894119894119894119894
and sinks
120597120597119862119862 119894119894119894119894
120597120597119890119890 119878119878119894119894119899119899119878119878119889119889= minus
119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889
2214 ndash Nuclear Materials Slide 61
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Loss Terms Diffusion
bull We already know this equation from Fickrsquos Law
120597120597119862119862 119894119894119894119894
120597120597119890119890 119863119863119894119894119863119863119863119863119899119899119889119889119894119894119894119894119899119899= 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 62
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Combining Terms
120597120597119862119862 119894119894119894119894
120597120597119890119890=
119863119863119863119863119863119863119889119889119877119877119888119888
lowast 120576120576 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862 119894119894119894119894 119862119862119889119889 + 120571120571119863119863 119894119894119894119894 120571120571119862119862 119894119894119894119894
2214 ndash Nuclear Materials Slide 63
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889
Neglect Spatial Variance
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Note on Vacancy Conc
bull 119862119862119894119894 must be adjusted to account for thermal vacancies
119862119862119894119894lowast = 119862119862119894119894 minus 1198621198621198941198940
bull Why do we ignore this for interstitialsbull Equilibrium interstitial concentration is so low
Adjusted vacancy concentration Thermal vacancy concentration
Total vacancy concentration
2214 ndash Nuclear Materials Slide 64
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Equilibrium Defect ConcWas p 200
2214 ndash Nuclear Materials Slide 65
[Was Gary S Fundamentals of Radiation Materials Science p 200ISBN 9783540494713] removed due to copyright restrictions
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Limiting Cases of Point Defect Kinetic Equationsbull (1) Assume low temperature low sink densities
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119860119860119899119899119899119899 119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
2214 ndash Nuclear Materials Slide 66
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 67
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 68
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 69
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 70
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 1 Low T Low CsWas p 194
2214 ndash Nuclear Materials Slide 71
[Was Gary S Fundamentals of Radiation Materials Science p 194ISBN 9783540494713] removed due to copyright restrictions
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Whatrsquos In a Sink Term
119870119870119894119894119894119894 = 4120587120587119903119903119894119894119894119894 119863119863119894119894 + 119863119863119894119894
119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894119870119870119894119894119889119889 = 4120587120587119903119903119894119894119889119889 119863119863119894119894
Sink Strength Interaction radius Diffusivities
2214 ndash Nuclear Materials Slide 72
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 73
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 74
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 75
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 2 Low T Medium CsWas p 197
2214 ndash Nuclear Materials Slide 76
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Compare Cases 1 amp 2Was pp 194 197
2214 ndash Nuclear Materials Slide 77
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 78
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 79
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 80
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 81
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 3 Low T High CsWas p 198
2214 ndash Nuclear Materials Slide 82
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Compare Cases 2 amp 3Was pp 197 198
2214 ndash Nuclear Materials Slide 83
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 84
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 85
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
119863119863119903119903 = 119891119891119881119881119863119863119903119903119894119894119862119862119894119894 + 119891119891119894119894119863119863119903119903119894119894 119862119862119894119894 + 119891119891211989411989411986311986311990311990321198941198941198621198622119894119894+119891119891119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119863119863119903119903119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899119862119862119899119899119903119903119894119894119888119888119903119903119894119894119894119894119899119899 + 119891119891119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 119863119863119903119903119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899119862119862119903119903119899119899119898119898119877119877119877119877119890119890119899119899119899119899 hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 86
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Case 4 High TemperatureWas p 200
2214 ndash Nuclear Materials Slide 87
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Compare Cases 3 amp 4Was pp 198 200
2214 ndash Nuclear Materials Slide 88
[Was Gary S Fundamentals of Radiation Materials Science pp 194 197-8200 ISBN 9783540494713] removed due to copyright restrictions
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Where Does This Model Break Downbull Near sinks
bull Sinks with biases for defectsbull Interaction radii
bull Defect-dependent sinks
bull Time-variant sinks
bull Time-variant anything else
bull Spatial variance
2214 ndash Nuclear Materials Slide 89
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Return Spatial Variance
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
120597120597119862119862119894119894120597120597119890119890
= 1198701198700 minus 119870119870119894119894119894119894119862119862119894119894119862119862119894119894 minus 119889119889=1
119878119878119894119894119899119899119878119878119889119889
119870119870119889119889119862119862119894119894119862119862119889119889 + 120571120571119863119863119894119894120571120571119862119862119894119894
bull Whatrsquos in a D anyway
2214 ndash Nuclear Materials Slide 90
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Radiation Enhanced Diffusionbull Da (diffusivity of a type of atom) is a sum of all relevant effects
bull Some are turned on by radiation (interstitialcy)bull Some are enhanced by radiation (vacancy)
119863119863119903119903 = 119903119903=1
119863119863119890119890119863119863119890119890119899119899119886119886119889119889
119891119891119903119903119863119863119903119903119903119903119862119862119903119903
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hellip
2214 ndash Nuclear Materials Slide 91
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Components of Radiation Enhanced Diffusion
Was p 207
2214 ndash Nuclear Materials Slide 92
[Was Gary S Fundamentals of Radiation Materials Science p 207ISBN 9783540494713] removed due to copyright restrictions
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Returning Spatial Dependence Case Studybull 1D ion irradiation includes
bull A free surface
bull Dislocations
bull Thermal vacancies (not interstitials)
bull Differing interaction radii
bull Spatially dependent defect production
bull Injected interstitials
2214 ndash Nuclear Materials Slide 93
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Experimental Evidence
bull 99995 Febull 35MeV Fe+2 self-ions 450C ~1mA beam current
bull 18 middot 10-3 dpas
bull Peak dosesbull 35 75 105dpa
bull CharacterizationF
bull TEMA 1
bull Image analysis8CD
FA 18CD
200 keV 140 keV 10 keV
17 MeV 1 MeV
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 94
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Experimental Evidence
bull Void swelling is observed below material surfacebull No swelling observed
beyond 1μm depthbull Range of Fe+2 ions is
~15μm
L Shao et al (2014)
1microm
1microm
1microm
(a) 35 DPA
(b) 75 DPA
(c) 105 DPA
Surface
Beam direction
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 95
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
L Shao et al (2014)
Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 96
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Experimental Evidence
bull Image analysis used to estimate void fraction vs distancebull Squares identify voids
L Shao et al (2014)Courtesy of Lin Shao Used with permission
2214 ndash Nuclear Materials Slide 97
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Experimental Evidence
bull Correlate damage (point defect creation) with injected interstitials
bull Voids not observed near injected interstitials
L Shao et al (2014)
0 400 800 1200 16000
1
2
3
4
5
6
Fe self ions
35 DPA 70 DPA 105 DPA
Swel
ling
()
Fe depth (nm)
DPA
2214 ndash Nuclear Materials Slide 98
Courtesy of Lin Shao Used with permission
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
More Experimental Evidence
bull Occurs in complex alloys as well
bull This is a highly general phenomenon
F A Garner M B Toloczko A Certain L Shao J Gigax C Wei ldquoImpact of the Injected Interstitial Effect on Ion-Induced Void Swelling
in Austenitic and Ferritic-ODS Alloysrdquo TMS Poster (2014)
2214 ndash Nuclear Materials Slide 99
copy Lin Shao All rights reserved This content is excludedfrom our Creative Commons license For more informationsee httpocwmiteduhelpfaq-fair-use
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modeling amp Simulation Explains the Mechanismbull Used SRIM
computer code to calculate damage rate (dpas) and implantation rate (Fecm3-s)
Stopping Range of Ions in Matter
2214 ndash Nuclear Materials Slide 100
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modeling amp Simulation Explains the Mechanismbull Simultaneously plot damage (V + I) and injected
interstitials (I only)
Damage Fe inject
2214 ndash Nuclear Materials Slide 101
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modeling amp Simulation Explains the Mechanismbull Use SRIM data as forcing function for point defect
balance equationsbull Assumptions
bull EMI = 018eV (lt110gt split dumbbell is dominant interstitial
defect)bull EM
V = 066eV (atomically pure iron) or 11eV (realistic purity)bull Neglect formation of larger vacancy or interstitial defectsbull Defects can annihilate by diffusion network dislocations
incoherent precipitates nucleated voids recombination free surface annihilation
2214 ndash Nuclear Materials Slide 102
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Simulation Framework
bull MOOSE ndash Multiphysics Object Oriented Simulation Environmentbull Greatly simplifies creating simulations quicklybull Seamless ability to fully couple ODEs amp PDEs on a finite
element frameworkbull Recently open sourced wwwmooseframeworkcom
ODE ndash Ordinary differential equationPDE ndash Partial differential equation
2214 ndash Nuclear Materials Slide 103
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modeling amp Simulation Explains the Mechanismbull Superimpose both point defect plots
InterstitialsVacancies
Defect Concen-trations (nm3)
Depth (nm)
2214 ndash Nuclear Materials Slide 104
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Modeling amp Simulation Explains the Mechanismbull Plot excess interstitial fraction
Depth (nm)
Excess Interstitials (fraction)
2214 ndash Nuclear Materials Slide 105
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Quantifying the Injected Interstitial Effectbull Artificially ldquoturn offrdquo injected interstitials
bull Run side-by-side simulations all other parameters equal
Screenshot showing difference in input files
2214 ndash Nuclear Materials Slide 106
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Results ndash Point Defects35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Point defects follow Point defects do not quite follow SRIM SRIM forcing function forcing function
InterstitialsVacanciesDamage Rate
Depth (nm)Depth (nm)
2214 ndash Nuclear Materials Slide 107
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Results ndash Vacancy Supersa
35MeturaV Fe+2 1mA
tio 1mm
n2 beam 450C E V
M = 066eV
Without injected interstitials With injected interstitials
Peaks near maximum damage region Bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
SupersatDamage Rate
Depth (nm) Depth (nm)
SupersatDamage Rate
2214 ndash Nuclear Materials Slide 108
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Results ndash Void Nucleation Rate
35MeV Fe+2 1mA 1mm2 beam 450C E VM = 066eV
Without injected interstitials With injected interstitials
Clearly peaks at maximum damage region Very bimodal distribution shifted to the left by 100nm
Depth (nm)Depth (nm)
Void NuclDamage Rate
Depth (nm)Depth (nm) Depth (nm)Depth (nm)
Void NuclDamage Rate
2214 ndash Nuclear Materials Slide 109
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Compare with Experiments35MeV Fe+2 1mA 1mm2 beam 450C E V
M = 066eV
6
5
4
3
2
1
00 400 800 1200 1600
Simulation vs Experiments With Without Injected Interstitials
Fe self ions
35 DPA 70 DPA 105 DPA
Swelling
()
Fe depth (nm)
DPA
400 800 1200 16000
Depth (nm)
Depth (nm)
2214 ndash Nuclear Materials Slide 110
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
Explanation
bull Small spatial defect imbalance has large change in vacancy supersaturation at peak injected interstitial locations
bull This in turn affects void nucleation rate
2214 ndash Nuclear Materials Slide 111
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms
MIT OpenCourseWarehttpocwmitedu
2214 Materials in Nuclear EngineeringSpring 2015
For information about citing these materials or our Terms of Use visit httpocwmiteduterms