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Learning with Purpose Learning with Purpose Nuclear Science with a C 7 LYC Array Partha Chowdhury University of Massachusetts Lowell Work supported by U.S. Department of Energy

Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

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Page 1: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with PurposeLearning with Purpose

NuclearSciencewithaC7LYCArray

ParthaChowdhuryUniversityofMassachusettsLowell

WorksupportedbyU.S.DepartmentofEnergy

Page 2: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

NNSA-SSAAGrants

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

NNSA-SSAAGrant#DE-NA0001988(2013-2016)AVersatileGammaandFastNeutronSpectrometerC.J.Lister(PI),P.Chowdhury(co-PI)Evaluateanewbrightdualn-g scintillator,Cs2LiYCl6,withexcellentpulseshapediscrimination,investigateitsresponsetofastneutrons,andconstructandcharacterizeaSmallCLYCArrayforNeutronSpectroscopy(SCANS)

NNSA-SSAAGrant#DE-NA0002932(2016-2019)NuclearSciencewithaC7LYCArray(SCANS)P.Chowdhury(PI),C.J.Lister(co-PI)Explorethesciencepotentialofa16-element6Li-depleted(C7LYC)arraythroughtargetedmeasurementsinlowenergynuclearsciencerelevanttoStockpileStewardship

Page 3: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

ProgressReport2018

ApplicationsofC7LYCscintillatorsinfastneutronspectroscopy,T.Brown,P.Chowdhury,E.Doucet,E.G.Jackson,C.J.Lister,A.J.Mitchell,C.Morse,A.M.Rogers,G.L.Wilson,N.D’Olympia,M.Devlin,N.Fotiades,J.A.Gomez,S.M.Mosby,R.O.Nelson,Nucl.Inst.Meth.Phys.Res.A(2018) (inpress)https://doi.org/10.1016/j.nima.2018.08.082

Machinelearningn/γdiscriminationinCLYCscintillators,E.Doucet,T.Brown,P.Chowdhury,C.J.Lister,C.Morse,P.C.Bender,A.M.Rogers,Nucl.Inst.Meth.Phys.Res.A(2018) (inpress)https://doi.org/10.1016/j.nima.2018.09.036

Identificationofinternalradioactivecontaminantsinelpasolites(CLYC,CLLB,CLLBC)andotherinorganicscintillators,R.S.Woolf,E.A.Wulf,B.F.Phlips,P.Chowdhury,E.Jackson,Nucl.Inst.Meth.Phys.Res.A(2018)(inpress)https://doi.org/10.1016/j.nima.2018.09.063

• 3refereedpublications• 7invitedtalks• 4 posters• 1 M.S.thesis

NationalLabCollaborationsLANL,NRL,NSCL,ANL

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 4: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

UMassLowellCLYC-ers

UndergraduateMichaelD’Eon*JosephDopfer*

GraduateTristanBrown*EmeryDoucet*NathanD’Olympia*EmilyJacksonPatrickCopp

Post-docsA.J.MitchellGemmaWilson*ChrisMorse*EdwardLamere*

FacultyParthaChowdhury(PI)*KimLister(co-PI)*AndrewRogersPeterBender

*receiveddirectsupportfromNNSAgrant

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 5: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

A.J. MitchellPost-doc(2013-15)Currently research

fellow ANU, Canberra

Emily JacksonPh.D. 2015

Post-doc NRL (2015-17), Currently

Scientist at Andrews AFB

Nathan D’OlympiaPh.D. 2014 Currently

Senior Scientist, Passport Systems

Patrick CoppPhD (2018)

DOE SCGSR scholar (2016)

Currently postdoc at

ANL

Tristan BrownBS (2016)

LANL intern(2016)

MS (2018)UML PhD student

Gemma Wilson

Post-doc(2015-17)Currently

post-doc at LSU/ANL

Emery DoucetBS (2016)

NEUP scholar (2015)

UML PhD student

CLYC-ers:UMLgradstudents/postdocs

EdwardLamere

Post-doc(Mar 2018 - present)

Chris Morse

Post-doc(2015-18)Currently postdoc at LBNL posterpresenter2019

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 6: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

dualn-g scintillatorCs2LiYCl6 (CLYC):prehistory

g

g resolutionbetterthanNaI

Pu(Be) source

< 5%

gammas

neutrons

Thermalneutronresponsevia6Li(n,a)t,Q=+4.8MeV

DOE-SBIRindustrygrantwith

RMDInc.

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

excellentn-g PSD

Fastneutronresponsevia35Cl(n,p)35S,Q=+615keV

Page 7: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

• Eliminate6Li(n,a)thermalpeakvia7Li-enrichedC7LYC• Explorefastneutronspectroscopypotential• A16-elementarrayof1”x1”C7LYC(largestcrystalsavailableatthetime)

SCANS :SmallC7LYCArrayforNeutronSpectrocopy

• NuclearsciencewithSCANS(C7LYC)• Larger(3”x3”)crystal(acquireandcharacterize)• Elastic/inelasticneutronscatteringatLosAlamos• Beta-delayedneutronspectroscopyatCARIBU(ANL)andNSCL

• EfficiencyandlowenergymeasurementsatUML

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

•~10%neutronpulseheightresolution!!• NolongToFarmneeded• closeplacementallowsincreasedgeometricalefficiency

Page 8: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

56Fe(n,n’)SCANSatLANSCE

•800MeVpulsedprotonsonWspallationtarget•20mflightpathtoscatteringtarget(Fe)•C7LYCdetectors17cmfromtarget• TOFtodetectorprovidesincidentenergy•PulseheightinC7LYCprovidesscatteredenergy

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 9: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

56Fe(n,n’)SCANSatLANSCE

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 10: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

56Fe(n,n’)SCANSatLANSCE

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 11: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

56Fe(n,n’)SCANSatLANSCE

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

T.Brown,P.Chowdhury,E.Doucet,E.G.Jackson,C.J.Lister,A.J.Mitchell,C.Morse,A.M.Rogers,G.L.Wilson,N.D’Olympia,M.Devlin,N.Fotiades,J.A.Gomez,S.M.Mosby,R.O.Nelson,Nucl.Inst.Meth.Phys.Res.A(2018)(inpress)

Page 12: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

ChargecomparisonGeneratestrainingdata

ArtificialNeuralNetworkSupervisedlearning

K-meansClusteringUnsupervisedlearning

Machinelearningalgorithmscapableofseparatingneutronsandgamma-raysinCLYCscintillators intheenergyrangeinvestigated

neutron

gamma

machinelearningn-g discrimination

neutron

gamma

neutron

gamma

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

E.Doucet,T.Brown,P.Chowdhury,C.J.Lister,C.Morse,P.C.Bender,A.M.Rogers,Nucl.Inst.Meth.Phys.Res.A(2018)(inpress)

Page 13: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

CLYC– intrinsicactivity3”x3”C7LYC

10-hrs0.4alphas/s

ActinidecontaminantsDifferentmaterialbatchesdifferentNeutronactivationunderstudyEventualneedtospecifyimpuritytolerances

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

R.S.Woolf etal.,Nucl.Inst.Meth.Phys.Res.A(2018)(inpress)

new post-irradiation

Page 14: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

Efficiencyestimates&35Cl(n,p)cross-sections

ENDF/B-VII.0(2006) ENDF/B-VII.1(2011)

1”

MCNPX

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 15: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

35Cl(n,p)cross-sections

Proposaltodirectlymeasurethe35Cl(n,p)reactioncrosssectionwiththeLENZarrayofSidetectors(experimentperformedinJanuary2018,underanalysis)

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

12C(n,n’) 12C(n,n’)

TOFenergyMeasuredenergy

TOFenergy

Measureden

ergy

12C(n,n’)datafromfirstLANLexperimentwithC7LYCarray

ResonancesinincidentneutronenergiesmeasuredviaTOFReflectsstructurein35Cl(n,p)cross-sections

Page 16: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

UMassLowellRadiationLaboratory:Facilities

5.5 MV CN singleended Van de Graaff

1 MW research reactor

p,d,Heions;100μADCbeam;sub-nspulsing;mono-energeticpulsedneutrons

via7Li(p,n);fast-neutron

beamlineionmicroprobe;generalpurpose

scatteringchamber

openpool;LEUfuel;3horizontalbeamports;in-coresamplelocation(~1013 n/cm2/s);graphitethermalcolumn(~106 n/cm2/s);digitalneutronradiographyhotcellwithremotemanipulators100kCi60Cosourceforgammairradiation

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 17: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

✦DirectlymeasureC7LYCefficiencyataccelerator✦Mono-energeticneutronsvia7Li(p,n)7Be✦Neutronproductionratevia7Beassay(52-dayhalf-life)✦One7Beperneutron,10%b-decaybranch,479-keVg-ray

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

In-situ lithium target evaporator

LiFonWbacking132µg/cm2

quartzviewer

diagnosticcross

2018 2019

C7LYCefficiencymeasurementsatUML

Page 18: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

C7LYCtests(2018)

7Li(p,n)7Be (g.s)

7Li(p,n)7Be*

Neutronspectrumfrom7Li(p,n)7Be

3”x3”Neutronenergy(keV)

En = 2 MeV

En = 1.5 MeV

En = 1 MeV

En = 0.5 MeV

En = 0.25 MeVStaytunedfor2019results

429keV

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 19: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

b-delayedneutronsatCARIBU:94Rbà 94Sr

X-ArraySCANS

GammabackgroundinCARIBUhall

PAST

FUTURE

SATURN

A.J.Mitchellatal.,NIM

A763,232(2014)

Testexperimentunsuccessful,toberepeatedinnewlow-backgroundCARIBUhall

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 20: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

goingmoreneutron-richatNSCL

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 21: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

b-n%

48%

>95%

5.4% 14% 58% 52%

47%24%37%

12.6%

55% 97%84%38%26%8.5% <33%

>61%59%60%28%17%12.4%

30%

6.2%

28%

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Page 22: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

testexperimentwithLaBr3 array&SEGA

80pnA48CaLISE++ 4p shellof3”x3”C7LYC

Rateestimates(currenttechnology)

SEGA

LaBr3

C7LYC

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Collaborators:B.Crider,S.Liddick etal.

Page 23: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

fissionneutronspectroscopywithC7LYC

12µCi252Cfsource C7LYC+CHICO+GRETINA

Dt-C7LYC-CHICOC7LYCsingles

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Collaborator:S.Zhu

Page 24: Nuclear Science with a C LYC Array · Post-docs A.J. Mitchell Gemma Wilson* Chris Morse* Edward Lamere* Faculty Partha Chowdhury (PI)* Kim Lister (co-PI)* Andrew Rogers Peter Bender

Learning with Purpose

• LANL(n,n’)proof-of-principleexperimentasuccess• Machinelearningalgorithmscapableofn-g discrimination• Actinidecontaminantsneedtolerancespecifications

• 35Cl(n,p)cross-sectionsunderanalysisatLANL(necessaryforsimulations)

• EfficiencymeasurementsongoingatUMLVandeGraaff• Beta-delayedneutronmeasurementsawaitedatnew

CARIBUhall• NewfissionneutrondatawithGRETINAandCHICO2• Beta-delayedneutrontestsatNSCLtobeanalyzed• C7LYC:auxiliarydetectorcandidateforFRIBdecaystation?

Summary&Outlook

Chowdhury NNSA-SSAP Symposium Albuquerque Feb 20, 2019

Thankyouforyourattention!