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GeneralConstraintsonDarkMatterDecayFromCMB
1
Chih-LiangWu
Aug112017TeVPA
TracySlatyer,Chih-LiangWuPhys.Rev.D95(2017)no.2,023010
(arXiv:1610.06933)
EnergyinjectioninthedarkagesHow?
• DMannihilatesordecaysintoSMparticles→betweenrecombinationandreionization (darkage)→newsourcesofenergyinjectionintoCMB→additionalheatingandionization→increaseopticaldepth,changeCMBpowerspectrum…
2
DM SMCascadedecay
H 𝑒$
EnergyinjectioninthedarkagesWhy?
1.Physicsinthedarkagesarewellunderstood2.CMBpowerspectrummeasuredprecisely3.DoeNotdependonlocalDMdensityanddistributionnowadays
3
EnergyinjectioninthedarkagesWhy?
1.Physicsinthedarkagesarewellunderstood2.CMBpowerspectrummeasuredprecisely3.DoeNotdependonlocalDMdensityanddistributionnowadays4.StronglimitbetweenMeV– GeV energyfor𝑒%𝑒$ channel
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Energyinjectionhistory
• HowmuchenergyactuallydepositintotheCMBbydifferentchannel?
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Compton,pairproduction…
Ionization
Heating...
Energyinjectionhistory
• HowmuchenergyactuallydepositintotheCMBbydifferentchannel?
• pa (𝑧',𝐸))=depositedinjected ,a:ionization,heating...(bysimulation)
• Injectionrate:∝< 𝜎𝑣 > (1 + 𝑧)3 forann;∝ 456/8 9⁄ (1 + 𝑧); fordecay
• Needtimetodeposit:delayeddeposition
6
CMBchange• Boltzmanncode(ex: :studyspecificenergyinjectionprofile
• DecayingDMInjecting30MeV𝑒%𝑒$ :
• Moreinformationandmodel-independentwaytoconstrainDM?
7
Principalcomponentanalysis• Determinenumbersofrelevantparameters
• PCA:
−Basis𝑀) forinjectionprocessex:10keV-1TeVphoton,find𝛿Cℓ
− ConstructFishermatrix,marginalizedoverstandardparameters
− Eigenvectors𝑒)= ∑ (𝛼))C C 𝑀Cwitheigenvalues𝜆)
− If𝜆E>>𝜆) , 𝑒E = ∑ (𝛼E)CC 𝑀C dominate
− 2𝜎 constraint:FGHIJK,E9 <
L(MN)O PN
*Inlinearregime,whereenergyinjectionissmall
*Gaussianlikelihood
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𝑒E
PCA– Energy• Basis𝑀C:10Kev- 1Tev𝑒%𝑒$&10Kev- 1Tevphoton
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4 5 6 7 8 9 10 11 12 4 5 6 7 8 9 10 11 12Log10[Energy (eV)]
0.01
0.10
1.00WMAP
PLANCKCVL
e++e- photonsAnnihilation
4 5 6 7 8 9 10 11 12 4 5 6 7 8 9 10 11 12Log10[Energy (eV)]
0.01
0.10
1.00WMAP
PLANCKCVL
e++e- photonsDecay
PCA– Energy• Basis𝑀C:10Kev- 1Tev𝑒%𝑒$&10Kev- 1Tevphoton
1.𝑒E = ∑ (𝛼E)CC 𝑀C dominate
2.𝜆Econtributes>99.9%ofvariance forann,>97%fordecay
3.Upperlimitatdifferentenergies𝐸) scalesasL
(MN)O PN
10
4 5 6 7 8 9 10 11 12 4 5 6 7 8 9 10 11 12Log10[Energy (eV)]
0.01
0.10
1.00WMAP
PLANCKCVL
e++e- photonsAnnihilation
4 5 6 7 8 9 10 11 12 4 5 6 7 8 9 10 11 12Log10[Energy (eV)]
0.01
0.10
1.00WMAP
PLANCKCVL
e++e- photonsDecay
PCA– Redshift• Basis𝑀C:redshift(Delta-likeenergyinjectionateachredshift)
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Annihilation
PCA– Redshift• Basis𝑀C:redshift(Delta-likeenergyinjectionateachredshift)
• Theweightingfunctionforannihilationpeaksatz~600whilefordecaybroadlypeaksatz~300
• Theprocesscanbecapturedbyasingle parameter
12
Annihilation Decay
MCMC• GobeyondlinearityandGaussianlikelihood
• UseMCMCcode(ex:Montepython):sixstandardcosmologicalparameters+DMdecaylifetime
• PerformMCMCtocheckPCAresult
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4 5 6 7 8 9 10 11 12 4 5 6 7 8 9 10 11 12Log10[Energy (eV)]
1023
1024
1025
1026
τ (
s)
e++e- photons
Comparewithobservation• ConstraintsfromobservationsofdiffuseX-rayorgamma-rayemission
• DependontheDMlocaldensityanddistributioninthepresent day
• Decaytophotons(usuallystronger)orelectronswithFSR
• DMdecayto𝑒%𝑒$:
14
ConstraintonDecayingDM• Short-lifetimeDMcouldbeafractionofDM
• Constraintonmassfractionasafunctionoflifetime:
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1014 1016 1018 1020 1022 1024 1026
Lifetime (s)
10-12
10-10
10-8
10-6
10-4
10-2
100
Maxi
mum
allo
wed m
ass
fra
ctio
n
Summary• PCAprovidesamethodtoquicklyestimatetheCMBlimitfor
arbitraryenergyinjectionspectra,consistentwithMCMC
• ForannihilatingDMandDMdecayingwithalonglifetime,theeffectontheCMBcanbeapproximatelydescribedbyasingleparameter
• Constraintsondecayto𝑒%𝑒$ arestrongbetweenMeV– GeV
• Thelimitwouldimprovebyafactorof~5 withanexperimentthatiscosmicvariancelimiteduptol=2500
• AnExampleofMathematica notebookisgivenathttp://nebel.rc.fas.harvard.edu/epsilon/
• Future:exploremoregeneralenergyinjectionmodels,withdifferentredshiftdependence
16
BonusSlides
17
Energyinjectionhistory
• fa (𝑧),𝑧',𝐸))=depositedinjected ,a=excitation,ionization,heating…
◦ injectiontime(𝑧)),deposittime(𝑧'),injectionspecies&energy(𝐸))
• Energydeposited intoCMB:◦ pa(𝑧',𝐸))~∑ fa(𝑧) ,𝑧',𝐸))×injectionrate) (𝑧))
• Injectionrate:◦ ∝< 𝜎𝑣 > (1 + 𝑧)3 forannihilation◦ ∝ 456/8 9⁄ (1 + 𝑧); fordecay
pionization(𝑧',𝐸))
• Photon:ionizationefficiencyishighforlowenergyphoton
• Electron:30MeVupscatter CMBbyComptonscattering,producelowenergyphoton
TracySlatyer et.alarXiv:0906.197
pionization(𝑧',𝐸)) - Decay
• transparentatlowredshift?needtimetodeposit(delayeddeposition)
• Highefficiencywindow:30MeVfor𝑒%𝑒$and10keV forphoton
20
𝑒%𝑒$ photons
pionization(𝑧',𝐸)) - Annihilation
• transparentatlowredshift?->delayeddeposition
• Highefficiencywindow:◦ 30MeVforelectronand10keV forphoton
𝑒%𝑒$ photons
Short-lifetimedecayingDM• Short-lifetimedecayingDMcouldalsobeafractionofDM
• PCA:
basis:fixed30MeVelectronsbutdifferentlifetimes
1. 𝜆E(first PC) dominate > 98%
2. Short-lifetime DM has little weightInjection rate ∝ 456/8 9⁄ (1 + 𝑧);
18 17 16 15 14 13Log10[Lifetime (s)]
0.01
0.10
WMAPPLANCK
CVL
MCMC• Forexample:decayingDM,30MeVelectroninjection
0.0217 0.0223 0.0228
⌦bh2=0.0223+0.000184�0.000159
0.116 0.12 0.124
⌦ch2=0.119+0.00147�0.00152
1.04 1.04 1.04
100✓s=1.04+0.00035�0.000326
2.99 3.06 3.13
ln1010As=3.07+0.026�0.0252
0.952 0.965 0.979
ns=0.965+0.00482�0.00524
0.0203 0.0599 0.0996
⌧reio=0.0594+0.0142�0.0153
0 0.281 0.505
1025 ⇤ (1/⌧ )=0.133+0.0284�0.133
0.116
0.12
0.124
⌦ch
2
1.04
1.04
1.04
100✓
s
2.99
3.06
3.13
ln10
10A
s
0.952
0.965
0.979
ns
0.0203
0.0599
0.0996⌧ r
eio
0 0.281 0.505
1025 ⇤ (1/⌧ )0.0217 0.0223 0.0228
⌦bh20
0.281
0.505
1025⇤(
1/⌧)
0.116 0.12 0.124⌦ch2
1.04 1.04 1.04100✓s
2.99 3.06 3.13ln1010As
0.952 0.965 0.979ns
0.0203 0.0599 0.0996⌧reio
Generalconstraint• DMdecaytoStandardModelparticles:
PPPC4DMIDpackage:
28decaychannelsinthegalaxy,electron&photonenergyspectra
101 102 103 104
DM mass (GeV)
1022
1023
1024
1025
1026
τ (
s)
e+L e
-L
e+R e
-R
e+ e-
µL+ µL
-
µR+ µR
-
µ+ µ-
τL+ τL
-
τR+ τR
-
τ+ τ-
qq-
cc-
bb-
tt-
WL+ WL
-
WT+ WT
-
W+ W-
ZL+ ZL
-
ZT+ ZT
-
Z0 Z0
ggγ γh hνeνe
-
νµνµ
-
ντντ
-
VV → 4eVV → 4µ
VV → 4τ
FisherMatrix
• 6cosmologicalparameter:baryondensity,ωb,CDMdensity,ωc,theprimordialscalarspectralindexns,thenormalizationAs(k=0.002/Mpc),theopticaldepthtoreionization τ andtheHubbleparameterH0
25
Reionization• StudiedbyHongwan Liuet.al (arXiv:1604.02457)
• Usingdifferentreionizationmodels,includingstructureformation
• Lessthan10%totheionizationfractionatreionization isfromannihilatingDM
26