dm models & signatures in cms searches analyzing cms data monojet, monolepton, monophoton,...

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Dark Matter @ CMS Saeid Paktinat School of Particles and accelerators, IPM, Tehran On behalf of the CMS Collaboration From Higgs to Dark Matter: Second Topical Meeting, Dr Holms Hotel, 14-17 Dec 2014, Geilo (Norway)

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Page 1: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

Dark Matter @ CMS

Saeid PaktinatSchool of Particles and accelerators, IPM, Tehran

On behalf of the CMS Collaboration

From Higgs to Dark Matter: Second Topical Meeting, Dr Holms Hotel, 14-17 Dec 2014, Geilo (Norway)

Page 2: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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DM Models & Signatures in CMS searches

Analyzing CMS data

MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs

SUSY Searches

Perspectives for LHC Run 2

OUTLINE

Some material borrowed from Phil Harris, Nadir Daci, Steven Lowette, Fedor Ratnikov

Page 3: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Introduction

First was unveiled to us through gravitational effects few decades ago, but still we know very little about it:

Particle(?), electrically neutral, not short-lived, not baryonic, not hot

as a result, the theoretical landscape is huge three complementary search strategies direct detection indirect detection production at colliders

Page 4: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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DM models in CMS searches Most of the CMS DM searches use Effective Field Theories : ⇒ MonoJet, MonoLepton, MonoPhoton, Top pair

Validity: MV >> √s = O(10 TeV)

Search parameters : cut-off scale L ; DM mass mc

Operators :probe spin-(in)dependent interactions

Page 5: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Production in the cascade SUSY, LSP in R-Parity conserving models Higgs portal, Invisible higgs decay width (limited by the

higgs mass) Pair production

Featured in most scenarios, back-to-back pair are invisible! Recoil of an SM particle against the DM pair

ISR jet/photonMono-jet/photon

Recoiling WMono-lepton

Single topMono-top

DM Production in Colliders

Page 6: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoJet : event selection

Jet pT>110 & |h|<2.4 pT fractions : ch. had. ≥ 20% & neutr. had. ≤ 70% & photons ≤ 70% Accept 2nd jet ( pT>30 & |h|<4.5 & DfJ1J2 <2.5 ) ; Veto 3rd jet (pT, h)

MET ≡ Missing Transverse Energy = Vectorial sum of the visible objects 7 MET Regions : MET > {250, 300, 350, 400, 450, 500, 550} GeV

Lepton veto : e/m(pT>10 & Riso<0.2) t(pT>20 & |h|<2.3)

Kill QCD, ttbar

Kill V, VV, top

Page 7: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoJet : signal extraction⟹ Single-bin counting experiment

after optimal MET cutZnn & Wjets are estimated using

m+jets and cross checked with Z->mm.

}3.0 ; N{relax =Ctrl , 21Data JJCtrlMC

CtrlSgnMC QCD

QCDQCDQCD

Page 8: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoJet : results

Vector coupling

Spin-independent interaction

Axial-Vector coupling

Spin-dependent interaction

CDMS excess

CMS PAS EXO-12-048

Page 9: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoLepton Advantages : clean leptonic signature ⟹ less background @ LHC ⟹ easier to trigger than monojet/monophoton

Interferences ⟹ sensitive to different couplings for Up- and Down- type quarks

Largest s for x=-1 Mc > 100 GeV ⟹ steep drop (limited f-space) ”edge” depends on x. Shape mT depends on x !

Master variable transverse mass mT

Page 10: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoLepton : event selection

m : ID & Riso<0.1 & pT>45 & dpT<30% Veto 2nd m (pT>25) ⟹ kill cosmics &

DY

e : ID & Aiso<5 GeV & ET>100 & IsoCalo<3%

Veto 2nd e (pT>35) ⟹ kill DY

Back-to-back lepton and MET

0.4 < pT(l) / MET < 1.5 f > 2.5

Page 11: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Major backgrounds = MC x SF from data

High mT tail : fit

⟹ mT shape analysis : multi-bin counting

MonoLepton : signal extraction

Page 12: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoLepton : resultsCMS PAS EXO-12-060

Axial-Vector coupling

Spin-dependent interaction

Vector coupling

Spin-independent Interaction

Comparable to monojet reach

Page 13: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoPhoton : event selection

Kill g+jet

MET > 140 f(MET, g) > 2.0 “MET ID” : c2 fit using unclustered

energy ⟹ remove fake MET

Lepton veto : ≥1 isolated lepton

Riso < 0.2 (e) / 0.1 (m)Kill W(ln)+g

Photon : ET > 145 GeV & |h|<1.44 (purity) ID : H/E < 0.05 & ECAL energy deposit’s

shape Anomalous signals removal, timing cut

(BX±3ns) PF isolation : surrounding h±,0 and photons Fake photons from electrons removed

Page 14: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoPhoton : signal extraction⟹ Single-bin counting experiment

after pT(g) cut

Major backgrounds = MC x SF from data

Beam halo ⟹ timing distribution in data

Page 15: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoPhoton : resultsCMS PAS EXO-12-047

Page 16: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Top Pairs & MonoTop

Heavy quarks enhance sensitivity to scalar interactions

Two possible final states :

Signatures: 1. Large MET + 2 leptons + ≥2 Jets @low pT

2. Large MET + 1 lepton

Top pairs

MonoTop Probe couplings that favor heavy quarks

FCNC diagrams with new particle in the final state

Search for scalar & vector DM particle

Signature : t bW(qq) 1 b-jet + 2 jets + MET

Page 17: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Top Pairs dileptonic Leptons : Riso < 0.12(m), 0.1 (e) ; pT > 20 ; |h| < 2.4 (m), 2.5 (e) Leptons : mL1L2>20 ; mll = mZ ± 15 GeV ; scalar pT sum > 120 ;

f<2 Jets : ≥2 Jets pT>30 & |h|<5 & loose ID Jets : scalar pT sum < 400 MET > 320

Irreducible backgrounds = MC x SF from data⟹ tt, t, DY, VV

Fakes : 1 or 2 mis-ID lepton(s)

⟹ Fit (S,B) to data

CMS PAS B2G-13-004

Page 18: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Top Pairs semileptonic 1 Lepton : Riso < 0.12(m), 0.1 (e) ; pT > 30 ; |h| < 2.1 (m), 2.5 (e) Jets : ≥3 Jets pT>30 & |h|<4 & loose ID & ≥1 b-jet Jets/MET : f(Jet1+Jet2 , MET) > 1.2 MET>320 GeV & mT>160 GeV & mT2

W (W decay kinematics)>200 GeV

All backgrounds = MC x SF from data

⟹ Fit (S,B) to data

q1

q2

CMS PAS B2G-14-004

Page 19: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Top Pairs : results

SemileptonicDileptonic

Page 20: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoTop : event selection 2 jets pT>60, 3rd jet pT>40 ; m3j<250 ; 1 b-jet ; all jets : |eta|<2.4 4th jet veto : pT > 35 Lepton veto : pT>10(20) m(e) ; |h|<2.4(2.5) m(e) ; Riso ≤ 2 MET > 350

CMS PAS B2G-12-022, arXiv:1410.1149, submitted to PRL

Page 21: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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MonoTop : results CMS PAS B2G-12-022

Page 22: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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SUSY Searches CMS PAS SUS-13-020

To search for an R-Parity Conserving SUSY model reconstruct different relevant variables:• High Pt jets, leptons, photons• Tag the bjets• Total Pt of the event• Missing Pt of the event• Combined Kinematical Variables: aT, MT, MCT, MT2

Almost all of such SUSY searches can constrain the LSP mass, but they are usually interpreted within the simplified models which do not mean a constraint on the neutralino WIMP mass.

Complete physics models like phenomenological MSSM which captures most of the phenomenological features of the RPC MSSM are used to constrain the neutralino WIMP mass.

Page 23: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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pMSSM Interpretations

• DCS stands for Direct CMS Search

• No astrophysical data included

• NB, absolute distributions strongly depend on the choice of priors

Page 24: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

24CMS data slightly prefer lower densities and heavier

WIMP.

Relic density and WIMP mass

m = Xsec coefficientZ = signed Bayesian analog of the frequentist “n-sigma”Z > 5 means discoveryZ < -1.64 means exclusion at 95% CL

Relic density Neutralino mass

Page 25: DM Models & Signatures in CMS searches  Analyzing CMS data  MonoJet, MonoLepton, MonoPhoton, MonoTop, Top pairs  SUSY Searches  Perspectives for

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Summary CMS covers already a broad panel of final states, with sensitivities to

various scenarios

So far, no new signal observed Upper limits on the production cross sections between 10-1 and 10-2 pb Upper limits on c-nucleon interaction cross sections between 10-38 and

10-42cm2 Collider results ⟹ mainly limits below Mc < 10 GeV

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Perspectives for LHC Run 2 Running conditions : 13 TeV, 25 ns, <PU> = 40 ⟹ expect factor 4 in

rate

Need to optimise X+MET triggers to cope with such conditions

Refine background estimations and reduce associated uncertainties

Physics models : EFT validity is an important limitation to current searches

⟹ switch to simplified models with extra search parameters wrt EFT searches