Introduction to WIMPs - Institute for Theoretical Physics
Transcrição
Introduction to WIMPs - Institute for Theoretical Physics
WIMPs: An Introduction Manuel Drees Bonn University & Bethe Center for Theoretical Physics Introduction to WIMPs – p. 1/59 Contents 1 The “WIMP Miracle” Introduction to WIMPs – p. 2/59 Contents 1 The “WIMP Miracle” 2 Have WIMPS been Detected (Directly)? Introduction to WIMPs – p. 2/59 Contents 1 The “WIMP Miracle” 2 Have WIMPS been Detected (Directly)? 3 Asymmetric Dark Matter? Introduction to WIMPs – p. 2/59 Contents 1 The “WIMP Miracle” 2 Have WIMPS been Detected (Directly)? 3 Asymmetric Dark Matter? 4 WIMPs and Colliders Introduction to WIMPs – p. 2/59 Contents 1 The “WIMP Miracle” 2 Have WIMPS been Detected (Directly)? 3 Asymmetric Dark Matter? 4 WIMPs and Colliders 5 Summary Introduction to WIMPs – p. 2/59 Conditions for Dark Matter Candidates Requirements for a good DM candidate χ: Must have lifetime τχ ≫ τU Introduction to WIMPs – p. 3/59 Conditions for Dark Matter Candidates Requirements for a good DM candidate χ: Must have lifetime τχ ≫ τU Must be electrically neutral (otherwise not dark) Introduction to WIMPs – p. 3/59 Conditions for Dark Matter Candidates Requirements for a good DM candidate χ: Must have lifetime τχ ≫ τU Must be electrically neutral (otherwise not dark) Must have correct relic density: Ωχ ≃ 0.22 Introduction to WIMPs – p. 3/59 Conditions for Dark Matter Candidates Requirements for a good DM candidate χ: Must have lifetime τχ ≫ τU Must be electrically neutral (otherwise not dark) Must have correct relic density: Ωχ ≃ 0.22 If DM consists of thermally produced “elementary” particles: Leads to events with missing ET at colliders! Introduction to WIMPs – p. 3/59 Conditions for Dark Matter Candidates Requirements for a good DM candidate χ: Must have lifetime τχ ≫ τU Must be electrically neutral (otherwise not dark) Must have correct relic density: Ωχ ≃ 0.22 If DM consists of thermally produced “elementary” particles: Leads to events with missing ET at colliders! Counter–examples: axions; dark atoms; primordial black holes; keV neutrinos: not covered in this talk. Note: Proves that LHC does not “recreate conditions of the early universe”! Introduction to WIMPs – p. 3/59 The “WIMP Miracle” Assume χ was in full thermal equilibrium with SM particles at sufficiently high temperature T : χ production rate nχ hσ(χχ → SM)vχ i > expansion rate H Introduction to WIMPs – p. 4/59 The “WIMP Miracle” Assume χ was in full thermal equilibrium with SM particles at sufficiently high temperature T : χ production rate nχ hσ(χχ → SM)vχ i > expansion rate H nχ ∝ e−mχ /T , hσ(χχ → SM)vi ∝ T 0 or2 , H ∝ T 2 /MPlanck Introduction to WIMPs – p. 4/59 The “WIMP Miracle” Assume χ was in full thermal equilibrium with SM particles at sufficiently high temperature T : χ production rate nχ hσ(χχ → SM)vχ i > expansion rate H nχ ∝ e−mχ /T , hσ(χχ → SM)vi ∝ T 0 or2 , H ∝ T 2 /MPlanck =⇒ equality (“freeze-out”) reached at TF ≃ mχ /20 Introduction to WIMPs – p. 4/59 The “WIMP Miracle” Assume χ was in full thermal equilibrium with SM particles at sufficiently high temperature T : χ production rate nχ hσ(χχ → SM)vχ i > expansion rate H nχ ∝ e−mχ /T , hσ(χχ → SM)vi ∝ T 0 or2 , H ∝ T 2 /MPlanck =⇒ equality (“freeze-out”) reached at TF ≃ mχ /20 0.1 pb · c =⇒ Ωχ h ≃ hσ(χχ → SM)vi 2 Introduction to WIMPs – p. 4/59 The “WIMP Miracle” Assume χ was in full thermal equilibrium with SM particles at sufficiently high temperature T : χ production rate nχ hσ(χχ → SM)vχ i > expansion rate H nχ ∝ e−mχ /T , hσ(χχ → SM)vi ∝ T 0 or2 , H ∝ T 2 /MPlanck =⇒ equality (“freeze-out”) reached at TF ≃ mχ /20 0.1 pb · c =⇒ Ωχ h ≃ hσ(χχ → SM)vi 2 Indicates weak–scale χχ annihilation cross section: hσ(χχ → any)vi ≃ 3 · 10−26 cm3 s−1 Introduction to WIMPs – p. 4/59 WIMPs and Early Universe Ωχ h2 can be changed a lot in non–standard cosmologies (involving T ≫ TBBN ): Increased: Higher expansion rate H(T ∼ TF ); additional non–thermal χ production at T < TF ; . . . Introduction to WIMPs – p. 5/59 WIMPs and Early Universe Ωχ h2 can be changed a lot in non–standard cosmologies (involving T ≫ TBBN ): Increased: Higher expansion rate H(T ∼ TF ); additional non–thermal χ production at T < TF ; . . . Decreased: Reduced expansion rate H(T ∼ TF ); entropy production at T < TF ; . . . Introduction to WIMPs – p. 5/59 WIMPs and Early Universe Ωχ h2 can be changed a lot in non–standard cosmologies (involving T ≫ TBBN ): Increased: Higher expansion rate H(T ∼ TF ); additional non–thermal χ production at T < TF ; . . . Decreased: Reduced expansion rate H(T ∼ TF ); entropy production at T < TF ; . . . Determining σ(χχ → SM) allows probe of very early Universe, once χ has been established to be “the” DM particle! e.g. MD, Iminniyaz, Kakizaki, arXiv:0704.1590 Introduction to WIMPs – p. 5/59 High−T Production of DM Particles Sometimes χ production from thermalized SM particles is called “thermal production” even if χ never was in thermal equilibrium: Introduction to WIMPs – p. 6/59 High−T Production of DM Particles Sometimes χ production from thermalized SM particles is called “thermal production” even if χ never was in thermal equilibrium: If σ(χχ → SM) ∝ 1/s: Production maximal at T ≃ mχ (“freeze–in”, Hall et al., arXiv:0911.1120) Introduction to WIMPs – p. 6/59 High−T Production of DM Particles Sometimes χ production from thermalized SM particles is called “thermal production” even if χ never was in thermal equilibrium: If σ(χχ → SM) ∝ 1/s: Production maximal at T ≃ mχ (“freeze–in”, Hall et al., arXiv:0911.1120) If σ(χχ → SM) ∝ s/Λ4 : Produced dominantly at highest possible temperature, TR . Introduction to WIMPs – p. 6/59 High−T Production of DM Particles Sometimes χ production from thermalized SM particles is called “thermal production” even if χ never was in thermal equilibrium: If σ(χχ → SM) ∝ 1/s: Production maximal at T ≃ mχ (“freeze–in”, Hall et al., arXiv:0911.1120) If σ(χχ → SM) ∝ s/Λ4 : Produced dominantly at highest possible temperature, TR . Either way, χ interactions with SM particles are too weak to give missing ET signal, unless χ has “partners” that can be produced via gauge interactions (ex.: gravitino G̃, axino ã) Introduction to WIMPs – p. 6/59 High−T Production of DM Particles Sometimes χ production from thermalized SM particles is called “thermal production” even if χ never was in thermal equilibrium: If σ(χχ → SM) ∝ 1/s: Production maximal at T ≃ mχ (“freeze–in”, Hall et al., arXiv:0911.1120) If σ(χχ → SM) ∝ s/Λ4 : Produced dominantly at highest possible temperature, TR . Either way, χ interactions with SM particles are too weak to give missing ET signal, unless χ has “partners” that can be produced via gauge interactions (ex.: gravitino G̃, axino ã) Interactions are too weak for direct detection; indirect detection is possible only for unstable DM candidates. Introduction to WIMPs – p. 6/59 Have WIMPs Been Detected Directly? Direct detection ≡ search for elastic WIMP–nucleon scattering Introduction to WIMPs – p. 7/59 Have WIMPs Been Detected Directly? Direct detection ≡ search for elastic WIMP–nucleon scattering Kinematics: vχ ∼ vSun ∼ 10−3 c Introduction to WIMPs – p. 7/59 Have WIMPs Been Detected Directly? Direct detection ≡ search for elastic WIMP–nucleon scattering Kinematics: vχ ∼ vSun ∼ 10−3 c =⇒ energy transfer to nculeus A: 2 m < min 10−6 χ , 10−6 mA < 100 keV Q∼ mA ∼ Introduction to WIMPs – p. 7/59 Have WIMPs Been Detected Directly? Direct detection ≡ search for elastic WIMP–nucleon scattering Kinematics: vχ ∼ vSun ∼ 10−3 c =⇒ energy transfer to nculeus A: 2 m < min 10−6 χ , 10−6 mA < 100 keV Q∼ mA ∼ =⇒ Cannot excite (most) nuclei! Introduction to WIMPs – p. 7/59 Have WIMPs Been Detected Directly? Direct detection ≡ search for elastic WIMP–nucleon scattering Kinematics: vχ ∼ vSun ∼ 10−3 c =⇒ energy transfer to nculeus A: 2 m < min 10−6 χ , 10−6 mA < 100 keV Q∼ mA ∼ =⇒ Cannot excite (most) nuclei! < 100 MeV =⇒ may need to worry Momentum transfer ∼ about elastic form factors; quite well understood (for spin–indep. scattering) Introduction to WIMPs – p. 7/59 Recoil Spectrum dR dQ ∝ 2 R vmax dv |F (Q)| vmin v f1 (v) Introduction to WIMPs – p. 8/59 Recoil Spectrum dR dQ ∝ 2 R vmax dv |F (Q)| vmin v f1 (v) f1 (v) : WIMP velocity distribution. Usually assumed Maxwellian in rest frame of the galaxy, cut off at vesc =⇒ vmax . Gives roughly exponentially falling spectrum. Introduction to WIMPs – p. 8/59 Normalized Recoil Spectra 1 mχ=100 GeV, A=73 mχ=100 GeV, A=136 mχ=10 GeV, A=73 1/R dR/dQ [1/keV] 0.1 mχ=10 GeV, A=16 0.01 0.001 0.0001 0 20 40 60 80 100 Q [keV] Introduction to WIMPs – p. 9/59 Experimental Challenges Spectrum “backed up” against instrumental threshold Qmin Introduction to WIMPs – p. 10/59 Experimental Challenges Spectrum “backed up” against instrumental threshold Qmin Rates of current interest ≪ background rate, e.g. from radioactive decay (for most materials) =⇒ try to discriminate between nuclear recoil (signal) and e/γ induced events (background)! Introduction to WIMPs – p. 10/59 Experimental Challenges Spectrum “backed up” against instrumental threshold Qmin Rates of current interest ≪ background rate, e.g. from radioactive decay (for most materials) =⇒ try to discriminate between nuclear recoil (signal) and e/γ induced events (background)! Will go through three claimed signals: DAMA(/LIBRA), CoGeNT, CRESST. Introduction to WIMPs – p. 10/59 DAMA Pure scintillation detectors (doped NaI) in Gran Sasso: 6 years with 100 kg (DAMA) 6 years with 250 kg (DAMA/LIBRA) Introduction to WIMPs – p. 11/59 DAMA Pure scintillation detectors (doped NaI) in Gran Sasso: 6 years with 100 kg (DAMA) 6 years with 250 kg (DAMA/LIBRA) All events are counted. Introduction to WIMPs – p. 11/59 DAMA Pure scintillation detectors (doped NaI) in Gran Sasso: 6 years with 100 kg (DAMA) 6 years with 250 kg (DAMA/LIBRA) All events are counted. Observe few percent modulation of total rate Introduction to WIMPs – p. 11/59 DAMA Pure scintillation detectors (doped NaI) in Gran Sasso: 6 years with 100 kg (DAMA) 6 years with 250 kg (DAMA/LIBRA) All events are counted. Observe few percent modulation of total rate Compatible with ∼ 50 GeV WIMP scattering off I, or ∼ 10 GeV WIMP scattering off Na. Introduction to WIMPs – p. 11/59 DAMA Results Residuals (cpd/kg/keV) 2-6 keV DAMA/NaI (0.29 ton×yr) (target mass = 87.3 kg) DAMA/LIBRA (0.53 ton×yr) (target mass = 232.8 kg) Time (day) Residuals (cpd/kg/keV) 2-6 keV DAMA/LIBRA ≈ 250 kg (0.87 ton×yr) Time (day) Introduction to WIMPs – p. 12/59 DAMA: Problems No e/γ discrimination is attempted, although some (statistical) discrimination should be possible using light curve Introduction to WIMPs – p. 13/59 DAMA: Problems No e/γ discrimination is attempted, although some (statistical) discrimination should be possible using light curve Deduced shape of spectrum weird: Falls towards small Q! (Depends on 3–dimensional WIMP velocity distribution.) Introduction to WIMPs – p. 13/59 DAMA: Problems No e/γ discrimination is attempted, although some (statistical) discrimination should be possible using light curve Deduced shape of spectrum weird: Falls towards small Q! (Depends on 3–dimensional WIMP velocity distribution.) Amplitude of modulation is getting smaller! E.g. in 2–6 keVee bin (in units of 10−3 /kg · day · keVee ): DAMA 1995–2001: 20.0 ± 3.2 LIBRA 2003–2007: 10.7 ± 1.9 LIBRA 2007–2009: 8.5 ± 2.2 Ratio LIBRAII DAMA = 0.43 ± 0.13 More than 4σ away from 1! Results for 2–4, 2–5 keVee bins similar. Introduction to WIMPs – p. 13/59 DAMA: Problems No e/γ discrimination is attempted, although some (statistical) discrimination should be possible using light curve Deduced shape of spectrum weird: Falls towards small Q! (Depends on 3–dimensional WIMP velocity distribution.) Amplitude of modulation is getting smaller! E.g. in 2–6 keVee bin (in units of 10−3 /kg · day · keVee ): DAMA 1995–2001: 20.0 ± 3.2 LIBRA 2003–2007: 10.7 ± 1.9 LIBRA 2007–2009: 8.5 ± 2.2 Ratio LIBRAII DAMA = 0.43 ± 0.13 More than 4σ away from 1! Results for 2–4, 2–5 keVee bins similar. No convincing non–WIMP interpretation of modulation known. Introduction to WIMPs – p. 13/59 CoGeNT: Time–Averaged Analysis Operate cryogenic Ge detectors with very low threshold Qmin . Introduction to WIMPs – p. 14/59 CoGeNT: Time–Averaged Analysis Operate cryogenic Ge detectors with very low threshold Qmin . Originally: Found excess relative to simple bckgd model at very low Q =⇒ small mχ ; Introduction to WIMPs – p. 14/59 CoGeNT: Time–Averaged Analysis Operate cryogenic Ge detectors with very low threshold Qmin . Originally: Found excess relative to simple bckgd model at very low Q =⇒ small mχ ; χ2 fit with signal not significantly better than with pure background: no claim of signal in published paper! Introduction to WIMPs – p. 14/59 CoGeNT: Time–Averaged Analysis Operate cryogenic Ge detectors with very low threshold Qmin . Originally: Found excess relative to simple bckgd model at very low Q =⇒ small mχ ; χ2 fit with signal not significantly better than with pure background: no claim of signal in published paper! This September: More data, re–evaluateed background =⇒ size of possible “signal” reduced by ∼ factor 5! Introduction to WIMPs – p. 14/59 CoGeNT: Results Introduction to WIMPs – p. 15/59 CoGeNT: Results Introduction to WIMPs – p. 15/59 CoGeNT: Modulation After 15 months of data taken: Find 2.8σ “evidence” for annual modulation Introduction to WIMPs – p. 16/59 CoGeNT: Modulation After 15 months of data taken: Find 2.8σ “evidence” for annual modulation Much too large to be compatible with time–averaged “signal”, for standard halo Introduction to WIMPs – p. 16/59 CoGeNT: Modulation After 15 months of data taken: Find 2.8σ “evidence” for annual modulation Much too large to be compatible with time–averaged “signal”, for standard halo No event–by–event e/γ rejection at these low energies Introduction to WIMPs – p. 16/59 CoGeNT: Summary No signal claimed in time–averaged analysis! Introduction to WIMPs – p. 17/59 CoGeNT: Summary No signal claimed in time–averaged analysis! There is a large, poorly understood background Introduction to WIMPs – p. 17/59 CoGeNT: Summary No signal claimed in time–averaged analysis! There is a large, poorly understood background Modulation “signal” statistically very weak, and way too large Introduction to WIMPs – p. 17/59 CRESST Uses cryogenic CaWO4 crystals; detect scintillation light and heat: Allows event–by–event discrimination! See 67 events after cuts. Introduction to WIMPs – p. 18/59 CRESST Uses cryogenic CaWO4 crystals; detect scintillation light and heat: Allows event–by–event discrimination! See 67 events after cuts. Unfortunately, quite large backgrounds (rough estimates, not final fit): e/γ events: 8 α background: 9.2 n background: 1.5 to 11.4 Pb recoil (from 210 Po decay): 17 Introduction to WIMPs – p. 18/59 CRESST Uses cryogenic CaWO4 crystals; detect scintillation light and heat: Allows event–by–event discrimination! See 67 events after cuts. Unfortunately, quite large backgrounds (rough estimates, not final fit): e/γ events: 8 α background: 9.2 n background: 1.5 to 11.4 Pb recoil (from 210 Po decay): 17 Much of fitted excess has essentially no light: only “half a signal” Introduction to WIMPs – p. 18/59 CRESST Uses cryogenic CaWO4 crystals; detect scintillation light and heat: Allows event–by–event discrimination! See 67 events after cuts. Unfortunately, quite large backgrounds (rough estimates, not final fit): e/γ events: 8 α background: 9.2 n background: 1.5 to 11.4 Pb recoil (from 210 Po decay): 17 Much of fitted excess has essentially no light: only “half a signal” No. of α events is correlated with no. of signal events after α subtraction. Introduction to WIMPs – p. 18/59 CRESST: Results Introduction to WIMPs – p. 19/59 CRESST: Results Introduction to WIMPs – p. 19/59 CRESST: Results What is negative light yield? Introduction to WIMPs – p. 19/59 events in signal region (α subtracted) CRESST: Correlation 20 2 y = 0.44x + 2.1 (χ = 7.3 / 6 d.o.f.) Data 2 y = 7.2 (χ = 11.4 / 7 d.o.f.) 15 10 5 0 5 10 15 events in α reference region 20 Introduction to WIMPs – p. 20/59 Exclusion Limits from Other Expts Best limit for larger masses from Xenon100. Uses ionization and scintillation. Very few events after cuts. Alas, not safe for mχ ≤ 12 GeV: bound strongly depends on high−v tail of f1 (v), and on experimental energy resolution. Introduction to WIMPs – p. 21/59 Exclusion Limits from Other Expts Best limit for larger masses from Xenon100. Uses ionization and scintillation. Very few events after cuts. Alas, not safe for mχ ≤ 12 GeV: bound strongly depends on high−v tail of f1 (v), and on experimental energy resolution. Xenon10 more robust at small Q; excludes DAMA, CRESST, original CoGeNT “signal” for “usual WIMP” Introduction to WIMPs – p. 21/59 Exclusion Limits from Other Expts Best limit for larger masses from Xenon100. Uses ionization and scintillation. Very few events after cuts. Alas, not safe for mχ ≤ 12 GeV: bound strongly depends on high−v tail of f1 (v), and on experimental energy resolution. Xenon10 more robust at small Q; excludes DAMA, CRESST, original CoGeNT “signal” for “usual WIMP” CDMS (+ EDELWEISS) second best for not too small mχ . Uses phonons and ionization. Very few events after cuts. Not safe below 12 GeV. Introduction to WIMPs – p. 21/59 Exclusion Limits from Other Expts Best limit for larger masses from Xenon100. Uses ionization and scintillation. Very few events after cuts. Alas, not safe for mχ ≤ 12 GeV: bound strongly depends on high−v tail of f1 (v), and on experimental energy resolution. Xenon10 more robust at small Q; excludes DAMA, CRESST, original CoGeNT “signal” for “usual WIMP” CDMS (+ EDELWEISS) second best for not too small mχ . Uses phonons and ionization. Very few events after cuts. Not safe below 12 GeV. CDMS low−Q analysis uses phonons only; sizable number of events. Excludes DAMA, original CoGeNT for “usual WIMP”. Introduction to WIMPs – p. 21/59 Exclusion Limits from Other Expts Best limit for larger masses from Xenon100. Uses ionization and scintillation. Very few events after cuts. Alas, not safe for mχ ≤ 12 GeV: bound strongly depends on high−v tail of f1 (v), and on experimental energy resolution. Xenon10 more robust at small Q; excludes DAMA, CRESST, original CoGeNT “signal” for “usual WIMP” CDMS (+ EDELWEISS) second best for not too small mχ . Uses phonons and ionization. Very few events after cuts. Not safe below 12 GeV. CDMS low−Q analysis uses phonons only; sizable number of events. Excludes DAMA, original CoGeNT for “usual WIMP”. SIMPLE heated droplet detector: Challenges DAMA. Introduction to WIMPs – p. 21/59 Theory of WIMP–Nucleus Scattering Leff = cN N̄ N χ̄χ + aN N̄ γµ N χ̄γ µ χ + bN N̄ γµ γ5 N χ̄γ µ γ5 χ For scalar χ: γ µ → i∂ µ in 2nd term; 3rd term absent For Majorana χ: 2nd term absent 1st , 2nd term give spin–independent (s.i.) interaction, 3rd term gives spin–dependent (s.d.) interaction. “Usual WIMP”: same s.i. scattering on p and n! Introduction to WIMPs – p. 22/59 Isospin violation in s.i. interaction? s.i. ≃ σ s.i. true for Higgs exchange (in particular, in σχp χn (N)MSSM): massive quarks are same for p, n! Introduction to WIMPs – p. 23/59 Isospin violation in s.i. interaction? s.i. ≃ σ s.i. true for Higgs exchange (in particular, in σχp χn (N)MSSM): massive quarks are same for p, n! Not true for q̃, q (1) exchange: quark charges matter! But: M(χq → χq) has same sign for all quarks: no cancellations =⇒ isospin violation in praxis not important, since all nuclei have similar n/p ratio. Introduction to WIMPs – p. 23/59 Isospin violation in s.i. interaction? s.i. ≃ σ s.i. true for Higgs exchange (in particular, in σχp χn (N)MSSM): massive quarks are same for p, n! Not true for q̃, q (1) exchange: quark charges matter! But: M(χq → χq) has same sign for all quarks: no cancellations =⇒ isospin violation in praxis not important, since all nuclei have similar n/p ratio. Gauge boson exchange can break isospin: coefficients ap , an may differ in sign! M(χq → χq) is now linear in (new) quark charges. Introduction to WIMPs – p. 23/59 Large isospin violation in s.i. interaction? |M(χA → χA)|2 ∝ |Zap + (A − Z)an |2 =⇒ need ap an < 0 for significant isospin violation: arrange for cancellation in unwanted nuclei (e.g. Xe). Introduction to WIMPs – p. 24/59 Large isospin violation in s.i. interaction? |M(χA → χA)|2 ∝ |Zap + (A − Z)an |2 =⇒ need ap an < 0 for significant isospin violation: arrange for cancellation in unwanted nuclei (e.g. Xe). Does not work for CDMS vs. CoGeNT: same target! Introduction to WIMPs – p. 24/59 Large isospin violation in s.i. interaction? |M(χA → χA)|2 ∝ |Zap + (A − Z)an |2 =⇒ need ap an < 0 for significant isospin violation: arrange for cancellation in unwanted nuclei (e.g. Xe). Does not work for CDMS vs. CoGeNT: same target! Increases required |ap | even more, to describe claimed signals =⇒ Need new light gauge bosons! Introduction to WIMPs – p. 24/59 Large isospin violation in s.i. interaction? |M(χA → χA)|2 ∝ |Zap + (A − Z)an |2 =⇒ need ap an < 0 for significant isospin violation: arrange for cancellation in unwanted nuclei (e.g. Xe). Does not work for CDMS vs. CoGeNT: same target! Increases required |ap | even more, to describe claimed signals =⇒ Need new light gauge bosons! Combined analyses: (e.g. Kopp, Schwetz, Zupan, arXiv:1110.2721 [hep-ph]) Still cannot explain all data consistently! Introduction to WIMPs – p. 24/59 Weisskopf’s (?) Theorem A theory that explains all data must be wrong, since at any given point some data are wrong. Introduction to WIMPs – p. 25/59 Weisskopf’s (?) Theorem A theory that explains all data must be wrong, since at any given point some data are wrong. Competition between null experiments with few (background) events after cuts, and claimed “signals” with large, not always well understood backgrounds! Introduction to WIMPs – p. 25/59 Asymmetric Dark Matter? Cosmology: ΩDM ≃ 5Ωbaryon : strange coincidence? Introduction to WIMPs – p. 26/59 Asymmetric Dark Matter? Cosmology: ΩDM ≃ 5Ωbaryon : strange coincidence? Ωbaryon determined by baryon–antibaryon asymmetry, not by thermal decoupling of baryons: try same thing for WIMPs? Introduction to WIMPs – p. 26/59 Asymmetric Dark Matter? Cosmology: ΩDM ≃ 5Ωbaryon : strange coincidence? Ωbaryon determined by baryon–antibaryon asymmetry, not by thermal decoupling of baryons: try same thing for WIMPs? Most attractive: χ − χ̄ asymmetry related to baryon asymmetry [O(50) papers] =⇒ number density nχ ≃ np after annihilating away symmetric component Introduction to WIMPs – p. 26/59 Asymmetric Dark Matter? Cosmology: ΩDM ≃ 5Ωbaryon : strange coincidence? Ωbaryon determined by baryon–antibaryon asymmetry, not by thermal decoupling of baryons: try same thing for WIMPs? Most attractive: χ − χ̄ asymmetry related to baryon asymmetry [O(50) papers] =⇒ number density nχ ≃ np after annihilating away symmetric component Needs 2 to 3 times larger χχ̄ annihilation cross section than for thermal WIMPs! Introduction to WIMPs – p. 26/59 “Explaining” ΩDM/Ωbaryon Follows if mχ ≃ 5mp ! Introduction to WIMPs – p. 27/59 “Explaining” ΩDM/Ωbaryon Follows if mχ ≃ 5mp ! Alas: mχ has no known relation to mp . mχ ≃ 5mp just as mysterious as ΩDM ≃ 5Ωbaryon =⇒ Haven’t explained anything! Introduction to WIMPs – p. 27/59 “Explaining” ΩDM/Ωbaryon Follows if mχ ≃ 5mp ! Alas: mχ has no known relation to mp . mχ ≃ 5mp just as mysterious as ΩDM ≃ 5Ωbaryon =⇒ Haven’t explained anything! Circular logic: ADM with mχ ≃ 5 GeV interesting because there are “signals” for low–mass WIMPs; low–mass WIMPs interesting because ADM “explains” ΩDM /Ωbaryon ?? Introduction to WIMPs – p. 27/59 WIMPs and Colliders 1 Generalities: WIMP DM Production and Missing ET Introduction to WIMPs – p. 28/59 WIMPs and Colliders 1 Generalities: WIMP DM Production and Missing ET 2 Light Gauge Bosons Introduction to WIMPs – p. 28/59 WIMPs and Colliders 1 Generalities: WIMP DM Production and Missing ET 2 Light Gauge Bosons 3 SUSY DM and the “LHC Inverse Problem” Introduction to WIMPs – p. 28/59 WIMPs and Colliders 1 Generalities: WIMP DM Production and Missing ET 2 Light Gauge Bosons 3 SUSY DM and the “LHC Inverse Problem” 4 Higgs Searches and Direct DM Detection Introduction to WIMPs – p. 28/59 Cannot predict missing ET from χχ production Thermal WIMP: Only know total χχ → SM cross section; contribution of specific final states (e+ e− , uū + dd¯) not known Introduction to WIMPs – p. 29/59 Cannot predict missing ET from χχ production Thermal WIMP: Only know total χχ → SM cross section; contribution of specific final states (e+ e− , uū + dd¯) not known Ωχ h2 determined from σ(χχ → SM) near threshold (TF ≃ mχ /20 =⇒ s ≃ 4m2χ ). At colliders need ≥ 3 body final state to get signature (e.g. e+ e− → χχγ, q q̄ → χχg ) =⇒ typically need σ(χχ → SM) at s ∼ 6 to 10m2χ ! Introduction to WIMPs – p. 29/59 “Model-independent” approach Goodman et al., arXiv:1005.1286 and 1008.1783; Bai, Fox, Harnik, arXiv:1005.3797; Wang, Li, Shao, Zhang, arXiv:1107.2048; Fox, Harnek, Kopp, Tsai, arXiv:1103.0240 Parameterize χ interaction with relevant SM fermion through dim–6 operator; e.g. for hadron colliders: Leff = Gχ χ̄Γχ χq̄Γq q Introduction to WIMPs – p. 30/59 “Model-independent” approach Goodman et al., arXiv:1005.1286 and 1008.1783; Bai, Fox, Harnik, arXiv:1005.3797; Wang, Li, Shao, Zhang, arXiv:1107.2048; Fox, Harnek, Kopp, Tsai, arXiv:1103.0240 Parameterize χ interaction with relevant SM fermion through dim–6 operator; e.g. for hadron colliders: Leff = Gχ χ̄Γχ χq̄Γq q χ Majorana =⇒ Γχ ∈ {1, γ5 , γµ γ5 } Γq ∈ {1, γ5 , γµ , γµ γ5 } If Γχ , Γq ∈ {1, γ5 } : Gχ = mq /(2M∗3 ) (chirality violating!), else Γχ = 1/(2M∗2 ) Rajamaran, Shepherd, Tait, Wijango, arXiv:1108.1196. Introduction to WIMPs – p. 30/59 “Model-independent” approach Goodman et al., arXiv:1005.1286 and 1008.1783; Bai, Fox, Harnik, arXiv:1005.3797; Wang, Li, Shao, Zhang, arXiv:1107.2048; Fox, Harnek, Kopp, Tsai, arXiv:1103.0240 Parameterize χ interaction with relevant SM fermion through dim–6 operator; e.g. for hadron colliders: Leff = Gχ χ̄Γχ χq̄Γq q χ Majorana =⇒ Γχ ∈ {1, γ5 , γµ γ5 } Γq ∈ {1, γ5 , γµ , γµ γ5 } If Γχ , Γq ∈ {1, γ5 } : Gχ = mq /(2M∗3 ) (chirality violating!), else Γχ = 1/(2M∗2 ) Rajamaran, Shepherd, Tait, Wijango, arXiv:1108.1196. Compute monojet signal from q q̄ → χχg , compare with monojet limits (current bound) and background (ultimate reach)! Introduction to WIMPs – p. 30/59 Γχ = γµ γ5 (corr. to spin-dep. interact.) Introduction to WIMPs – p. 31/59 Γχ = 1 (corr. to spin-indep. interact.) Introduction to WIMPs – p. 32/59 Remarks For Γχ = 1 (spin-indep. interact.): Current bound poor; ultimate LHC reach interesting only for mχ ≤ 5 GeV. Introduction to WIMPs – p. 33/59 Remarks For Γχ = 1 (spin-indep. interact.): Current bound poor; ultimate LHC reach interesting only for mχ ≤ 5 GeV. For Γχ = γµ γ5 (spin-dep. interact.): LHC bound better than (comparable to) direct search limit for mχ ≤ (≥) 20 GeV; future reach factor 103 better, if no other BSM source of missing ET exists. Introduction to WIMPs – p. 33/59 Remarks For Γχ = 1 (spin-indep. interact.): Current bound poor; ultimate LHC reach interesting only for mχ ≤ 5 GeV. For Γχ = γµ γ5 (spin-dep. interact.): LHC bound better than (comparable to) direct search limit for mχ ≤ (≥) 20 GeV; future reach factor 103 better, if no other BSM source of missing ET exists. Γχ = γ5 similar to first case; cannot be probed in direct WIMP detection (rate ∝ vχ2 ) Introduction to WIMPs – p. 33/59 Remarks For Γχ = 1 (spin-indep. interact.): Current bound poor; ultimate LHC reach interesting only for mχ ≤ 5 GeV. For Γχ = γµ γ5 (spin-dep. interact.): LHC bound better than (comparable to) direct search limit for mχ ≤ (≥) 20 GeV; future reach factor 103 better, if no other BSM source of missing ET exists. Γχ = γ5 similar to first case; cannot be probed in direct WIMP detection (rate ∝ vχ2 ) Bound does not hold if mass of mediator particle ≤ max(mχ , E / T )! Introduction to WIMPs – p. 33/59 Remarks For Γχ = 1 (spin-indep. interact.): Current bound poor; ultimate LHC reach interesting only for mχ ≤ 5 GeV. For Γχ = γµ γ5 (spin-dep. interact.): LHC bound better than (comparable to) direct search limit for mχ ≤ (≥) 20 GeV; future reach factor 103 better, if no other BSM source of missing ET exists. Γχ = γ5 similar to first case; cannot be probed in direct WIMP detection (rate ∝ vχ2 ) Bound does not hold if mass of mediator particle ≤ max(mχ , E / T )! Altogether: very limited usefulness for most actual WIMP models. Introduction to WIMPs – p. 33/59 2 DM and Light (Gauge) Bosons (At least) 3 kinds of WIMP models require light (m ≤ few GeV) (gauge) bosons U : MeV DM: Suggested as explanation of 511 keV line (=⇒ slow e+ ) excess from central region of our galaxy (Boehm et al., astro-ph/0309686). Should have mχ ≤ 10 MeV (γ constraints) =⇒ mχ ≤ mU ≤ 200 MeV to mediate χχ → e+ e− ; fixes gU χχ gU e+ e− /m2U ! (Unless 2mχ ≃ mU .) Introduction to WIMPs – p. 34/59 2 DM and Light (Gauge) Bosons (At least) 3 kinds of WIMP models require light (m ≤ few GeV) (gauge) bosons U : MeV DM: Suggested as explanation of 511 keV line (=⇒ slow e+ ) excess from central region of our galaxy (Boehm et al., astro-ph/0309686). Should have mχ ≤ 10 MeV (γ constraints) =⇒ mχ ≤ mU ≤ 200 MeV to mediate χχ → e+ e− ; fixes gU χχ gU e+ e− /m2U ! (Unless 2mχ ≃ mU .) PAMELA/FermiLAT inspired TeV DM: Needs light boson for Sommerfeld enhancement (e.g. Arkani-Hamed et al., arXiv:0810.0713(4)) (χχ → U U → 4l is also somewhat less constrained by γ spectrum than χχ → 2l.) Introduction to WIMPs – p. 34/59 DAMA/CoGeNT inspired few GeV DM: Needs light mediator to achieve sufficiently large σχp . (2 different mediators for isospin violation to evade bounds: Cline, Frey, arXiv:1108.1391) Introduction to WIMPs – p. 35/59 Light Gauge Bosons (cont’d) In all cases: U couplings to (most) SM particles must be ≪ 1 to evade bounds! (gµ − 2, meson decays, ν cross sections, APV, . . . ). Introduction to WIMPs – p. 36/59 Light Gauge Bosons (cont’d) In all cases: U couplings to (most) SM particles must be ≪ 1 to evade bounds! (gµ − 2, meson decays, ν cross sections, APV, . . . ). Possible explanation: kinetic mixing with γ/B boson! Is 1-loop effect =⇒ squared U f f¯ coupling is O(α3 ). Introduction to WIMPs – p. 36/59 Light Gauge Bosons (cont’d) In all cases: U couplings to (most) SM particles must be ≪ 1 to evade bounds! (gµ − 2, meson decays, ν cross sections, APV, . . . ). Possible explanation: kinetic mixing with γ/B boson! Is 1-loop effect =⇒ squared U f f¯ coupling is O(α3 ). U χχ coupling may well be large. Introduction to WIMPs – p. 36/59 Signatures of light gauge bosons If mU > 2mχ : U → χχ dominant! Is invisible =⇒ need extra tag, e.g. e+ e− → γU → γ+ nothing. Introduction to WIMPs – p. 37/59 Signatures of light gauge bosons If mU > 2mχ : U → χχ dominant! Is invisible =⇒ need extra tag, e.g. e+ e− → γU → γ+ nothing. Physics background ∝ s =⇒ lower energy is better! Borodatchenkova, Choudhury, MD, hep-ph/0510147 Introduction to WIMPs – p. 37/59 Signatures of light gauge bosons If mU > 2mχ : U → χχ dominant! Is invisible =⇒ need extra tag, e.g. e+ e− → γU → γ+ nothing. Physics background ∝ s =⇒ lower energy is better! Borodatchenkova, Choudhury, MD, hep-ph/0510147 Instrumental backgrounds (not from e+ e− annihilation) seem large Introduction to WIMPs – p. 37/59 Sensitivity at B−factories (100 fb− 1) 1 0.01 gχ g e R mχ > MU/2 0.0001 max. sensitivity + (e e channel) upper bound from ge-2 max. sensitivity (invisible channel) 1e-06 mχ < MU/2 1e-08 0.001 0.01 0.1 MU [GeV] Red, black: Regions allowed by Ωχ , σ(χχ → e+ e− ). Introduction to WIMPs – p. 38/59 Signatures of light gauge bosons (cont.d) If mU < 2mχ : U → ℓ+ ℓ− Introduction to WIMPs – p. 39/59 Signatures of light gauge bosons (cont.d) If mU < 2mχ : U → ℓ+ ℓ− Sufficiently light U can even be produced in fixed–target experiments: e− N → e− e+ e− N (tridents), with peak in Me+ e− Introduction to WIMPs – p. 39/59 Signatures of light gauge bosons (cont.d) If mU < 2mχ : U → ℓ+ ℓ− Sufficiently light U can even be produced in fixed–target experiments: e− N → e− e+ e− N (tridents), with peak in Me+ e− First exptl. results from MAMI A1 arXiv:1101.4091 and JLAB APEX arXiv:1108.2750 Excludes new mass ranges around 200 to 300 MeV for A′ ≡ U kinetically mixed with photon. Introduction to WIMPs – p. 39/59 Signatures of light gauge bosons (cont.d) If mU < 2mχ : U → ℓ+ ℓ− Sufficiently light U can even be produced in fixed–target experiments: e− N → e− e+ e− N (tridents), with peak in Me+ e− First exptl. results from MAMI A1 arXiv:1101.4091 and JLAB APEX arXiv:1108.2750 Excludes new mass ranges around 200 to 300 MeV for A′ ≡ U kinetically mixed with photon. Also, KLOE-2 performed search, mostly for φ → U η : no signal. arXiv:1107.2531 Introduction to WIMPs – p. 39/59 A1 and APEX results Introduction to WIMPs – p. 40/59 3 SUSY DM and LHC “Inverse Problem” Saw above: WIMP searches at colliders not promising, if WIMP is only accessible new particle. Fortunately, in many cases the WIMP is the lightest of many new particles! True in SUSY. (Also in Little Higgs.) Introduction to WIMPs – p. 41/59 3 SUSY DM and LHC “Inverse Problem” Saw above: WIMP searches at colliders not promising, if WIMP is only accessible new particle. Fortunately, in many cases the WIMP is the lightest of many new particles! True in SUSY. (Also in Little Higgs.) Recall: Primary motivation for SUSY not related to DM! Introduction to WIMPs – p. 41/59 3 SUSY DM and LHC “Inverse Problem” Saw above: WIMP searches at colliders not promising, if WIMP is only accessible new particle. Fortunately, in many cases the WIMP is the lightest of many new particles! True in SUSY. (Also in Little Higgs.) Recall: Primary motivation for SUSY not related to DM! 2 Stabilizes hierarchy m2Higgs ≪ MPlanck Introduction to WIMPs – p. 41/59 3 SUSY DM and LHC “Inverse Problem” Saw above: WIMP searches at colliders not promising, if WIMP is only accessible new particle. Fortunately, in many cases the WIMP is the lightest of many new particles! True in SUSY. (Also in Little Higgs.) Recall: Primary motivation for SUSY not related to DM! 2 Stabilizes hierarchy m2Higgs ≪ MPlanck Allows unification of gauge couplings Introduction to WIMPs – p. 41/59 3 SUSY DM and LHC “Inverse Problem” Saw above: WIMP searches at colliders not promising, if WIMP is only accessible new particle. Fortunately, in many cases the WIMP is the lightest of many new particles! True in SUSY. (Also in Little Higgs.) Recall: Primary motivation for SUSY not related to DM! 2 Stabilizes hierarchy m2Higgs ≪ MPlanck Allows unification of gauge couplings In scenarios with unified Higgs masses: EWSB requires sizable hierarchy! (Not in NUHM2.) Introduction to WIMPs – p. 41/59 3 SUSY DM and LHC “Inverse Problem” Saw above: WIMP searches at colliders not promising, if WIMP is only accessible new particle. Fortunately, in many cases the WIMP is the lightest of many new particles! True in SUSY. (Also in Little Higgs.) Recall: Primary motivation for SUSY not related to DM! 2 Stabilizes hierarchy m2Higgs ≪ MPlanck Allows unification of gauge couplings In scenarios with unified Higgs masses: EWSB requires sizable hierarchy! (Not in NUHM2.) HLS theorem, relation to superstrings: don’t single out weak scale. Introduction to WIMPs – p. 41/59 Features of SUSY Need superpartner for each SM particle: Same rep. of gauge group, spin differs by 1/2 Introduction to WIMPs – p. 42/59 Features of SUSY Need superpartner for each SM particle: Same rep. of gauge group, spin differs by 1/2 Need at least 2 Higgs doublets (anomalies, mt · mb 6= 0) Introduction to WIMPs – p. 42/59 Features of SUSY Need superpartner for each SM particle: Same rep. of gauge group, spin differs by 1/2 Need at least 2 Higgs doublets (anomalies, mt · mb 6= 0) SUSY implies equal masses for partners =⇒ SUSY must be broken Introduction to WIMPs – p. 42/59 Features of SUSY Need superpartner for each SM particle: Same rep. of gauge group, spin differs by 1/2 Need at least 2 Higgs doublets (anomalies, mt · mb 6= 0) SUSY implies equal masses for partners =⇒ SUSY must be broken Naturalness: sparticle masses should be at weak scale (strictly true only for 3rd generation, elw gauginos) Introduction to WIMPs – p. 42/59 Features of SUSY Need superpartner for each SM particle: Same rep. of gauge group, spin differs by 1/2 Need at least 2 Higgs doublets (anomalies, mt · mb 6= 0) SUSY implies equal masses for partners =⇒ SUSY must be broken Naturalness: sparticle masses should be at weak scale (strictly true only for 3rd generation, elw gauginos) In simplest, R−parity invariant scenario: lightest superparticle LSP is stable: satisfies one condition for DM candidate! Introduction to WIMPs – p. 42/59 SUSY DM candidate: sneutrino ν̃ Disfavored theoretically: not LSP in constrained models Introduction to WIMPs – p. 43/59 SUSY DM candidate: sneutrino ν̃ Disfavored theoretically: not LSP in constrained models Excluded experimentally by direct searches Introduction to WIMPs – p. 43/59 SUSY DM candidate: sneutrino ν̃ Disfavored theoretically: not LSP in constrained models Excluded experimentally by direct searches ν̃R can be candidate in extended theories, e.g. with gauged U (1)B−L at TeV scale Introduction to WIMPs – p. 43/59 SUSY DM candidate: neutralino χ̃01 f3 , h̃0u , h̃0 Mixture of B̃, W d Introduction to WIMPs – p. 44/59 SUSY DM candidate: neutralino χ̃01 f3 , h̃0u , h̃0 Mixture of B̃, W d In constrained models: often is lightest sparticle in visible sector! (Other possibility: lightest stau τ̃1 ) Introduction to WIMPs – p. 44/59 SUSY DM candidate: neutralino χ̃01 f3 , h̃0u , h̃0 Mixture of B̃, W d In constrained models: often is lightest sparticle in visible sector! (Other possibility: lightest stau τ̃1 ) In “most” of parameter space: χ̃01 ≃ B̃ , and predicted Ωχ̃01 h2 too large! O(1 to 10) rather than O(0.1) in standard cosmology, Introduction to WIMPs – p. 44/59 SUSY DM candidate: neutralino χ̃01 f3 , h̃0u , h̃0 Mixture of B̃, W d In constrained models: often is lightest sparticle in visible sector! (Other possibility: lightest stau τ̃1 ) In “most” of parameter space: χ̃01 ≃ B̃ , and predicted Ωχ̃01 h2 too large! O(1 to 10) rather than O(0.1) in standard cosmology, but DM–allowed regions of parameter space do exist even in constrained models! Introduction to WIMPs – p. 44/59 Regions with correct Ωχ̃01 h2 Co–annihilation region: mχ̃01 ≃ mτ̃1 Introduction to WIMPs – p. 45/59 Regions with correct Ωχ̃01 h2 Co–annihilation region: mχ̃01 ≃ mτ̃1 Higgs funnel(s): mχ̃01 ≃ mh /2, mA /2 Introduction to WIMPs – p. 45/59 Regions with correct Ωχ̃01 h2 Co–annihilation region: mχ̃01 ≃ mτ̃1 Higgs funnel(s): mχ̃01 ≃ mh /2, mA /2 Well–tempered neutralino: µ − M1 ≤ MZ =⇒ χ̃01 is B̃ − h̃0 mixture. (Requires mq̃ ≫ mg̃ in cMSSM; can be arranged “anywhere” in NUHM.) Introduction to WIMPs – p. 45/59 Regions with correct Ωχ̃01 h2 Co–annihilation region: mχ̃01 ≃ mτ̃1 Higgs funnel(s): mχ̃01 ≃ mh /2, mA /2 Well–tempered neutralino: µ − M1 ≤ MZ =⇒ χ̃01 is B̃ − h̃0 mixture. (Requires mq̃ ≫ mg̃ in cMSSM; can be arranged “anywhere” in NUHM.) Note: DM–allowed region of (m0 , m1/2 ) plane of cMSSM depends on A0 , tan β ! Introduction to WIMPs – p. 45/59 Impact of LHC searches Is model dependent: Only probe g̃, q̃ sector so far! Here: Assume cMSSM for defineteness. Introduction to WIMPs – p. 46/59 Impact of LHC searches Is model dependent: Only probe g̃, q̃ sector so far! Here: Assume cMSSM for defineteness. Well–tempered neutralino, A−pole need large mq̃ : limits still fairly weak: mg̃,min increased from ∼ 400 GeV to ∼ 550 GeV Introduction to WIMPs – p. 46/59 Impact of LHC searches Is model dependent: Only probe g̃, q̃ sector so far! Here: Assume cMSSM for defineteness. Well–tempered neutralino, A−pole need large mq̃ : limits still fairly weak: mg̃,min increased from ∼ 400 GeV to ∼ 550 GeV τ̃1 co–annihilation requires mq̃ ≤ mg̃ : good for LHC searches; still plenty of allowed region left. Introduction to WIMPs – p. 46/59 Impact of Indirect DM Searches No halo signal in co–annihilation region; ν from Sun small Introduction to WIMPs – p. 47/59 Impact of Indirect DM Searches No halo signal in co–annihilation region; ν from Sun small Signals very small in A−funnel Introduction to WIMPs – p. 47/59 Impact of Indirect DM Searches No halo signal in co–annihilation region; ν from Sun small Signals very small in A−funnel Well-tempered neutralino most promising, especially ν from Sun, but present limits not constraining Introduction to WIMPs – p. 47/59 Impact of direct WIMP Searches XENON, CDMS⊕EDELWEISS begin to probe well–tempered neutralino Introduction to WIMPs – p. 48/59 Impact of direct WIMP Searches XENON, CDMS⊕EDELWEISS begin to probe well–tempered neutralino Signals in other regions very small Introduction to WIMPs – p. 48/59 Impact of Future WIMP Discovery at Collider Generically: could determine: WIMP mass: Very useful for indirect searches (greatly reduced “look elsewhere” problem); less so for direct searches, once mχ ≥ mN Introduction to WIMPs – p. 49/59 Impact of Future WIMP Discovery at Collider Generically: could determine: WIMP mass: Very useful for indirect searches (greatly reduced “look elsewhere” problem); less so for direct searches, once mχ ≥ mN WIMP couplings: Determine cross sections and final states in indirect searches; determine cross sections in direct searches Introduction to WIMPs – p. 49/59 Impact of Future WIMP Discovery at Collider Generically: could determine: WIMP mass: Very useful for indirect searches (greatly reduced “look elsewhere” problem); less so for direct searches, once mχ ≥ mN WIMP couplings: Determine cross sections and final states in indirect searches; determine cross sections in direct searches Most interesting to me: Predict Ωχ h2 , compare with observation: Constrain very early universe! Introduction to WIMPs – p. 49/59 Fitting SUSY parameters at LHC (“inverse problem”) Feasibility (resulting errors) very strongly depend on where we are in parameter space! Introduction to WIMPs – p. 50/59 Fitting SUSY parameters at LHC (“inverse problem”) Feasibility (resulting errors) very strongly depend on where we are in parameter space! Good: Low sparticle masses, many leptons e, µ in final states. Introduction to WIMPs – p. 50/59 Fitting SUSY parameters at LHC (“inverse problem”) Feasibility (resulting errors) very strongly depend on where we are in parameter space! Good: Low sparticle masses, many leptons e, µ in final states. Not so good: Large masses, mostly hadronic final states. Introduction to WIMPs – p. 50/59 Fitting SUSY parameters at LHC (“inverse problem”) Feasibility (resulting errors) very strongly depend on where we are in parameter space! Good: Low sparticle masses, many leptons e, µ in final states. Not so good: Large masses, mostly hadronic final states. Two approaches: Case studies, broad scans of parameter space Introduction to WIMPs – p. 50/59 Case study: τ̃1 co–annihilation region in cMSSM Arnowitt et al., arXiv:0802.2968 Needs mτ̃1 − mχ̃01 ≤ 15 GeV ± → τ̃ =⇒ χ̃02 → τ̃1 τ, χ̃± 1 ντ have nearly unit branching 1 ratio =⇒ no di–lepton edges! Introduction to WIMPs – p. 51/59 Case study: τ̃1 co–annihilation region in cMSSM Arnowitt et al., arXiv:0802.2968 Needs mτ̃1 − mχ̃01 ≤ 15 GeV ± → τ̃ =⇒ χ̃02 → τ̃1 τ, χ̃± 1 ντ have nearly unit branching 1 ratio =⇒ no di–lepton edges! τ̃1 → χ̃01 τ gives rather soft τ : Difficult to detect! Introduction to WIMPs – p. 51/59 Case study: τ̃1 co–annihilation region in cMSSM Arnowitt et al., arXiv:0802.2968 Needs mτ̃1 − mχ̃01 ≤ 15 GeV ± → τ̃ =⇒ χ̃02 → τ̃1 τ, χ̃± 1 ντ have nearly unit branching 1 ratio =⇒ no di–lepton edges! τ̃1 → χ̃01 τ gives rather soft τ : Difficult to detect! Study three classes of final states: (i) 2τ + 2j + E /T (ii)4 non − b j + E /T (iii) leading b + 3j + E /T Introduction to WIMPs – p. 51/59 Case study: τ̃1 co–annihilation region in cMSSM Arnowitt et al., arXiv:0802.2968 Needs mτ̃1 − mχ̃01 ≤ 15 GeV ± → τ̃ =⇒ χ̃02 → τ̃1 τ, χ̃± 1 ντ have nearly unit branching 1 ratio =⇒ no di–lepton edges! τ̃1 → χ̃01 τ gives rather soft τ : Difficult to detect! Study three classes of final states: (i) 2τ + 2j + E /T (ii)4 non − b j + E /T (iii) leading b + 3j + E /T Fit many kinematical distributions simultaneously, including slope of softer pτT spectrum in sample (i) =⇒ predict Ωχ̃01 h2 to 10%! Introduction to WIMPs – p. 51/59 Result of fit 0.12 1 χ Ω ~ 0h 2 0.11 0.1 0.09 0.08 8 9 10 11 ∆M (GeV) 12 13 Introduction to WIMPs – p. 52/59 Result of fit 0.12 1 χ Ω ~ 0h 2 0.11 0.1 0.09 0.08 8 9 10 11 ∆M (GeV) 12 13 Unfortunately, chosen benchmark point (mg̃ = 830 GeV, mq̃ ≃ 750 GeV) is most likely excluded! Introduction to WIMPs – p. 52/59 Scan of Parameter Space Arkani-Hamed et al., hep-ph/0512190 15 parameter description of weak–scale MSSM Introduction to WIMPs – p. 53/59 Scan of Parameter Space Arkani-Hamed et al., hep-ph/0512190 15 parameter description of weak–scale MSSM Fix mA = 850 GeV, A3 = 800 GeV Introduction to WIMPs – p. 53/59 Scan of Parameter Space Arkani-Hamed et al., hep-ph/0512190 15 parameter description of weak–scale MSSM Fix mA = 850 GeV, A3 = 800 GeV Randomly choose mq̃,g̃ ∈ [600, 1000] GeV, other masses ∈ [100, 1000] GeV, tan β ∈ [2, 50] Introduction to WIMPs – p. 53/59 Scan of Parameter Space Arkani-Hamed et al., hep-ph/0512190 15 parameter description of weak–scale MSSM Fix mA = 850 GeV, A3 = 800 GeV Randomly choose mq̃,g̃ ∈ [600, 1000] GeV, other masses ∈ [100, 1000] GeV, tan β ∈ [2, 50] Consider 1808 observables, both counting rates and binned distributions Introduction to WIMPs – p. 53/59 Scan of Parameter Space Arkani-Hamed et al., hep-ph/0512190 15 parameter description of weak–scale MSSM Fix mA = 850 GeV, A3 = 800 GeV Randomly choose mq̃,g̃ ∈ [600, 1000] GeV, other masses ∈ [100, 1000] GeV, tan β ∈ [2, 50] Consider 1808 observables, both counting rates and binned distributions Introduce “χ2 −like” variable 2 nsig A B X si − si 1 2 (∆SAB ) = AB nsig σ i i=1 Only “significant” signatures included Introduction to WIMPs – p. 53/59 Scan of Parameter Space Arkani-Hamed et al., hep-ph/0512190 15 parameter description of weak–scale MSSM Fix mA = 850 GeV, A3 = 800 GeV Randomly choose mq̃,g̃ ∈ [600, 1000] GeV, other masses ∈ [100, 1000] GeV, tan β ∈ [2, 50] Consider 1808 observables, both counting rates and binned distributions Introduce “χ2 −like” variable 2 nsig A B X si − si 1 2 (∆SAB ) = AB nsig σ i i=1 Only “significant” signatures included Allow 1% syst. error (15% on total signal rate), 10 fb−1 of 14 TeV data, no background Introduction to WIMPs – p. 53/59 Scan of Parameter Space Arkani-Hamed et al., hep-ph/0512190 15 parameter description of weak–scale MSSM Fix mA = 850 GeV, A3 = 800 GeV Randomly choose mq̃,g̃ ∈ [600, 1000] GeV, other masses ∈ [100, 1000] GeV, tan β ∈ [2, 50] Consider 1808 observables, both counting rates and binned distributions Introduce “χ2 −like” variable 2 nsig A B X si − si 1 2 (∆SAB ) = AB nsig σ i i=1 Only “significant” signatures included Allow 1% syst. error (15% on total signal rate), 10 fb−1 of 14 TeV data, no background MC: (∆SAB )2 > 0.285 =⇒ models differ at > 95% c.l. Introduction to WIMPs – p. 53/59 Results and Remarks Found 283 degenerate pairs, with (δSAB )2 < 0.285, for 43,026 “models” (i.e., sets of parameters) Introduction to WIMPs – p. 54/59 Results and Remarks Found 283 degenerate pairs, with (δSAB )2 < 0.285, for 43,026 “models” (i.e., sets of parameters) Note Their observables are correlated =⇒ (δSAB )2 is no true χ2 =⇒ need MC to intepret it, from comparing runs with different random no. seed: is this reliable estimator for comparing different parameter sets? Introduction to WIMPs – p. 54/59 Results and Remarks Found 283 degenerate pairs, with (δSAB )2 < 0.285, for 43,026 “models” (i.e., sets of parameters) Note Their observables are correlated =⇒ (δSAB )2 is no true χ2 =⇒ need MC to intepret it, from comparing runs with different random no. seed: is this reliable estimator for comparing different parameter sets? Statistics looks weird! Comparing two simulations of same “model”, get 611 (out of 2600) cases where some 2ℓ observable has > 5σ discrepancy: way too many! Introduction to WIMPs – p. 54/59 Simpler approach Bornhauser and MD, in progress Define 12 disjunct event classes, depending on no., charge, flavor of leptons Introduction to WIMPs – p. 55/59 Simpler approach Bornhauser and MD, in progress Define 12 disjunct event classes, depending on no., charge, flavor of leptons Consider 7 mostly uncorrelated observables for each class: No. of events; hnτ ± i; hnb i; hnj i; hn2j i; hHT i Introduction to WIMPs – p. 55/59 Simpler approach Bornhauser and MD, in progress Define 12 disjunct event classes, depending on no., charge, flavor of leptons Consider 7 mostly uncorrelated observables for each class: No. of events; hnτ ± i; hnb i; hnj i; hn2j i; hHT i Define proper χ2 , incl. corr. between hnj i, hn2j i, only including significant observables: test with MC. Introduction to WIMPs – p. 55/59 Results of simpler approach W/o syst. error: only one of 283 “degenerate” pairs has p > 0.05, and two parameter sets really are very similar! (Except for heavy sleptons.) Introduction to WIMPs – p. 56/59 Results of simpler approach W/o syst. error: only one of 283 “degenerate” pairs has p > 0.05, and two parameter sets really are very similar! (Except for heavy sleptons.) Introducing syst. errors as Arkani-Hamed et al.: 41 out of 283 pairs have p > 0.05; still are pretty similar physically Introduction to WIMPs – p. 56/59 Results of simpler approach W/o syst. error: only one of 283 “degenerate” pairs has p > 0.05, and two parameter sets really are very similar! (Except for heavy sleptons.) Introducing syst. errors as Arkani-Hamed et al.: 41 out of 283 pairs have p > 0.05; still are pretty similar physically Introducing SM background, but no syst. error: 12 pairs have p > 0.05 Introduction to WIMPs – p. 56/59 Results of simpler approach W/o syst. error: only one of 283 “degenerate” pairs has p > 0.05, and two parameter sets really are very similar! (Except for heavy sleptons.) Introducing syst. errors as Arkani-Hamed et al.: 41 out of 283 pairs have p > 0.05; still are pretty similar physically Introducing SM background, but no syst. error: 12 pairs have p > 0.05 With systematic errors and background: 71 pairs have p > 0.05. Introduction to WIMPs – p. 56/59 4 Impact of Higgs Searches In many WIMP models, Higgs exch. dominates χp scattering, in which case σχp ∝ 1/m4H : crucial to know Higgs mass! Introduction to WIMPs – p. 57/59 4 Impact of Higgs Searches In many WIMP models, Higgs exch. dominates χp scattering, in which case σχp ∝ 1/m4H : crucial to know Higgs mass! In SUSY at large tan β : σχ̃01 p ∝ tan2 β/m4A : need info on heavy Higgses! Introduction to WIMPs – p. 57/59 4 Impact of Higgs Searches In many WIMP models, Higgs exch. dominates χp scattering, in which case σχp ∝ 1/m4H : crucial to know Higgs mass! In SUSY at large tan β : σχ̃01 p ∝ tan2 β/m4A : need info on heavy Higgses! TeVatron and CMS searches for H, A → τ + τ − significantly increase lower bound on DM–allowed mχ̃01 in general MSSM (Aborno Vasquez, Belanger, Boehm, arXiv:1108.1338); exclude scenarios with very large σχ̃01 p . Introduction to WIMPs – p. 57/59 4 Impact of Higgs Searches In many WIMP models, Higgs exch. dominates χp scattering, in which case σχp ∝ 1/m4H : crucial to know Higgs mass! In SUSY at large tan β : σχ̃01 p ∝ tan2 β/m4A : need info on heavy Higgses! TeVatron and CMS searches for H, A → τ + τ − significantly increase lower bound on DM–allowed mχ̃01 in general MSSM (Aborno Vasquez, Belanger, Boehm, arXiv:1108.1338); exclude scenarios with very large σχ̃01 p . Higgs searches can also be used to distinguish between WIMP models and to help determine parameters. E.g. mh in MSSM constrains stop sector. Introduction to WIMPs – p. 57/59 Summary 1 Rumours of the direct detection of WIMPs are greatly exaggerated Introduction to WIMPs – p. 58/59 Summary 1 Rumours of the direct detection of WIMPs are greatly exaggerated “Asymmetric Dark Matter” doesn’t explain ΩDM ≃ 5Ωbaryon Introduction to WIMPs – p. 58/59 Summary 2 Well–motivated WIMP models can be tested at colliders! Introduction to WIMPs – p. 59/59 Summary 2 Well–motivated WIMP models can be tested at colliders! Scenarios with new light gauge bosons with suppressed couplings to SM fermions are now being probed at low−E colliders, fixed–target expts. Introduction to WIMPs – p. 59/59 Summary 2 Well–motivated WIMP models can be tested at colliders! Scenarios with new light gauge bosons with suppressed couplings to SM fermions are now being probed at low−E colliders, fixed–target expts. LHC not very good for “model–independent” WIMP search. (Signal is O(α2 αS ), background is O(ααS ).) Introduction to WIMPs – p. 59/59 Summary 2 Well–motivated WIMP models can be tested at colliders! Scenarios with new light gauge bosons with suppressed couplings to SM fermions are now being probed at low−E colliders, fixed–target expts. LHC not very good for “model–independent” WIMP search. (Signal is O(α2 αS ), background is O(ααS ).) If WIMP signal is found at LHC, LHC experiments will be better at extracting parameters than indicated by theory analyses that have been published so far; many avenues remain to be explored. Introduction to WIMPs – p. 59/59 Summary 2 Well–motivated WIMP models can be tested at colliders! Scenarios with new light gauge bosons with suppressed couplings to SM fermions are now being probed at low−E colliders, fixed–target expts. LHC not very good for “model–independent” WIMP search. (Signal is O(α2 αS ), background is O(ααS ).) If WIMP signal is found at LHC, LHC experiments will be better at extracting parameters than indicated by theory analyses that have been published so far; many avenues remain to be explored. Higgs sector also very important for WIMP physics! Introduction to WIMPs – p. 59/59
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