Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are...

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Search for ttH at ATLAS Stefan Guindon State University of New York at Albany Oxford University January 24th, 2017

Transcript of Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are...

Page 1: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Search for ttH at ATLAS Stefan Guindon

State University of New York at Albany

Oxford University January 24th, 2017

Page 2: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Overview

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l The Standard Model

l The Higgs boson

l Special Properties of the Top Quark

l ATLAS Detector

l Top & H: ttH̄ production at ATLAS

l ttH̄: Beyond 2017

Page 3: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Standard Model

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l Standard Model of particle physics as it exists today l Very successful unified representation of electroweak and strong forces

l Building blocks of matter: fermions (leptons and quarks) l Force carriers: bosons (gluon, photon, W+-, Z)

Page 4: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Standard Model

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l Several recent additions to the SM

l Top Quark: discovered in 1995 at Fermilab

l Higgs Boson: discovered in 2012 at CERN

l Standard Model of particle physics as it exists today l Very successful unified representation of electroweak and strong forces

l Building blocks of matter: fermions (leptons and quarks) l Force carriers: bosons (gluon, photon, W+-, Z)

Page 5: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Discovery of a new Particle

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l In July of 2012, both ATLAS and CMS Collaborations announced the discovery of a new boson at a mass of approximately 125 GeV

l First question: is this the elusive SM Higgs boson?l Establishing decay to fermions is not as simple

Expected SM Higgs

Observed Signal

l Decaying to either γγ and ZZ bosonsl Observation very similar to expected SM Higgs

Page 6: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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The Higgs boson in the SM

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l Something was responsible for electroweak symmetry breaking in the Standard Model

l Is the new boson the Higgs predicted by the Standard Model?

l Measurement of the properties is essential l Production rate (cross-section) l Couplings to other particles

l Couplings are related to the particle massl Top-quark yukawa should have the largest coupling in the SM l Any deviation could hint at new physics l May play special role in EWSB

l Only direct measurement of the top-quark yukawa coupling is via the cross-section of ttH

Page 7: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Production and Decay of Higgs Boson

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l Four different production mechanisms l Strong or weak production mechanisms l Measurements of all production mechanisms vital

ggF ttH

VH VBF

l Largest rate from ggF

l ttH̄ and tH production mechanisms have the smallest production rate

Page 8: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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ttH Production Mechanism

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l Already indirect evidence of Higgs coupling to fermions

l Top quark largest contributor to ggF production l Contributions from top in Higgs decays to photons l Assumption: no new particles which can couple to

the Higgs

Page 9: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

ttH Production Mechanism

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l Already indirect evidence of Higgs coupling to fermions

l Top quark largest contributor to ggF production l Contributions from top in Higgs decays to photons l Assumption: no new particles which can couple to

the Higgs

l Direct measurement of the top-Higgs coupling with ttH̄ production measurement

l Strongest SM coupling with the top quark Yt ~ 1

l σ(ttH̄) ~ Yt2

l Additionally: single top + Higgs measurement sensitive to sign of top-Higgs coupling

l Production and decay signatures sensitive to new physics

Page 10: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Decay Channels of the Higgs Boson

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l Higgs decays largely to two bottom quarks l Roughly 58 % of the time

l Second largest decay channel is to WW, which further decay into leptons and quarks

l Small branching ratio final states which are still important due to clean signatures

l γγ (discovery channel) l ZZ -> 4 leptons (golden channel)

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γZ

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Special Top Quark

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l Top quark is the largest known elementary particlel mass ~ 175 GeV l 35 times the mass of its partner: bottom quark

l Because it is so massive, it decays almost instantaneously l Does not hadronize l Lifetime = 10-25 s

l Bare quark, giving properties to decay products

l Top quark gives an interesting playground to study properties of quarks

l Not possible with any other quark

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Decay Channels of the Top Quark

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l Decay of top-quark pair plays a role in final state signature

l Top quark decays to a b-quark and W boson l Decay of W boson determines final state

l Three final state categories:

l alljets: both W bosons decay into quarks (4 in total)

l lepton+jets: one W boson decays into quarks and the other into a charged lepton and neutrino

l dileptons: both W bosons decay each into a charged lepton and neutrino

τ+τ 1%

τ+µ 2%

τ+e 2%

µ+µ 1%

µ+e 2%

e+e 1%

e+jets 15%

µ+jets 15%

τ+jets 15%

"alljets" 46%

"lepton+jets""dileptons"

Top Pair Branching Fractions

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Jets and b-tagging

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l Well understood b-tagging is crucial for measurement of ttH production

l At least 2 b-tags in all ttH̄ events l Decays from the top quarks

l b-quarks live long enough to create a secondary vertex l Displaced tracks which cross the jet axis

Page 14: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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ATLAS and the LHC

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l ATLAS detector is one of four large experiments at the Large Hadron Collider at CERN

l Designed to push the boundaries of the energy frontier

l Multi-layered detector

l Each section has a purpose in identifying particles

l After several years of running, it is very well understood

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Data Recorded at ATLAS

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Page 16: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Luminosity and Dataset

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l So far in Run-2, LHC has performed extremely well l ATLAS has recorded 3.9 fb-1 from 2015 and 36 fb-1 in 2016

l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data

l Data quality checks to ensure good data

Page 17: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Luminosity and Dataset

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l So far in Run-2, LHC has performed extremely well l ATLAS has recorded 3.9 fb-1 from 2015 and 36 fb-1 in 2016

l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data

l Data quality checks to ensure good data

l To acquire sufficient data, require high pile-upl Multiple interactions per event

Page 18: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Measurement of Signal Strengths

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l Measurement of signal strengths at the LHC l Simultaneous fit of production cross-section x decay branching ratio

Luminosity Detector acceptance Selection efficiency

l Define signal strengths for production and branching ratio:

l Assume NWA for the Higgs boson to separate production and decay rates

(SM prediction)

Page 19: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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l Inputs from subsidiary measurement (nuisance parameters) l In this case, Gaussian prior for expected behaviour centred around zero

l Sometimes referred to as “penalty term” or prior l statistical uncertainty of MC

Profile Likelihood

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l Measurements made using profile likelihood ratio test statistic Λ(α⃗) l = conditional / unconditional likelihoods

Parameter(s) of interest

Nuisance parameter modelling uncertainties

l A maximum-likelihood fit is performed on all categories simultaneously to extract the parameters of interest

Page 20: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H Searches

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l ttH searches are broken down by the final state signatures l Three main categories Higgs Decay Branching (%)

H → bb 58%

H -> WW / ZZ / ττ 30%

H → γγ 0.2%

l ttH̄(bb)l Largest branching fraction,

large background from tt+̄HF

Page 21: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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l ttH̄(yy)l Small branching fraction,

clean final state

tt̄H Searches

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l ttH Searches are broken down by the final state signatures l Three main categories Higgs Decay Branching (%)

H → bb 58%

H -> WW / ZZ / ττ 30%

H → γγ 0.2%

l ttH̄(bb)l Largest branching fraction,

large background from tt+̄HF

l ttH̄(Leptons)l Multilepton final states, small backgrounds from tt+̄V and

ttH̄+jets( with fake leptons) l Mostly decays of the Higgs boson to WW, ZZ or ττ

Page 22: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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l ttH̄(yy)l Small branching fraction,

clean final state

tt̄H Searches

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l ttH Searches are broken down by the final state signatures l Three main categories Higgs Decay Branching (%)

H → bb 58%

H -> WW / ZZ / ττ 30%

H → γγ 0.2%

l ttH̄(bb)l Largest branching fraction,

large background from tt+̄HF

l ttH̄(Leptons)l Multilepton final states, small backgrounds from tt+̄V and

tt+̄jets( with fake leptons) l Mostly decays of the Higgs boson to WW, ZZ or ττ

l Background understanding = precision of ttH̄ measurementl Will focus quite a bit on background understanding

Page 23: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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tt̄H(bb)

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l Very complex final state: l lepton+jets: 4 b’s, 2 q’s and 1 lepton l dilepton: 4 b’s and 2 leptons

l Very small Signal to Background ratiol Use background dominated regions in profile

likelihood fit to reduce uncertainties in signal regions

l Categorize events according to jet and b-tag multiplicities

l Use jet scalar sum pT (HT) in background regions and Boosted Decision Trees (BDT) in signal regions

l+jets 2 b-tags 3 b-tags 4 b-tags

4 jets HT HT HT

5 jets HT HT BDT

6 jets HT BDT BDT

Page 24: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Background Modelling

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l Large background and sizeable systematics have a large impact on the sensitivity l tt+̄jets is the largest background

l Becomes more heavy flavour dominating towards the signal region

l tt ̄modelled using Powheg+Pythia6

l NLO generator + Parton Shower

l tt+̄bb would be completely modelled by the Parton Shower part of the generator

l Large uncertainty on prediction l Normalization and kinematics

Page 25: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄+bb Modelling I

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l Instead of using Parton shower tt+̄bb modelling, move to an NLO QCD calculationl Error reduction from 80 % —> 20-30 %

l NLO QCD brings new questions on modelling

l Two possible schemes for NLO calculations:l 5FS five flavour scheme: (mb = 0, Nf in the pdf = 5)

l Mass of the b-quark set to 0 l Divergencies at mbb —> 0 GeV, must set a cut-off for calculation l Can be calculated fully inclusively with other tt+jets contributions (b treated as any other quark)

l 4FS four flavour scheme: (mb != 0, Nf = 4) l NLO QCD Matrix Element can be calculated down to 0 GeV, fully describe gluon splitting l NLO accuracy for any observable l Need additional step to combine with inclusive tt+jets samples

Page 26: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄+bb Modelling I

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l Instead of using Parton shower tt+̄bb modelling, move to an NLO QCD calculationl Error reduction from 80 % —> 20-30 %

l NLO QCD brings new questions on modelling

l Two possible schemes for NLO calculations:l 5FS five flavour scheme: (mb = 0, Nf in the pdf = 5)

l Mass of the b-quark set to 0 l Divergencies at mbb —> 0 GeV, must set a cut-off for calculation l Can be calculated fully inclusively with other tt+jets contributions (b treated as any other quark)

l 4FS four flavour scheme: (mb != 0, Nf = 4) l NLO QCD Matrix Element can be calculated down to 0 GeV, fully describe gluon splitting l NLO accuracy for any observable l Need additional step to combine with inclusive tt+jets samples

Page 27: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄+bb Modelling II

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l Understanding of this background is still relatively poor l A lot of recent theoretical work on-going to help

understand differences in predictions

Page 28: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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tt̄+bb Modelling II

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l ATLAS results use 4FS modelling for tt+̄bbl Combined with inclusive tt+̄jets sample

through re-weighting procedure

l Understanding of this background is still relatively poor l A lot of recent theoretical work on-going to help

understand differences in predictions

Page 29: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Separation of Signal and Background

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l Use of topological variables from tt ̄decay and Higgs decay

Page 30: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Profiling Uncertainties

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l Reduction in the normalization uncertainties after the profile likelihood fitting technique

l Largest uncertainties:l tt+̄bb modelling: include uncertainties on the normalization and four-flavour modelling l b-tagging: both from b-quarks and mis-tagged light- and c-quarks

Page 31: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Fit Results

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l Combination of single lepton and dilepton channels

l 95% CL observed (expected) limit: l 4.0 x SM (1.9 x SM) for mH = 125 GeV

l Best fit signal strength: μ(ttH̄) = 2.1 ± 1.0

Page 32: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H(Leptons)

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l Signatures with multiples charged leptons in the final state

l Mostly decays of the Higgs boson to WW, ZZ or ττ

l Selection of final states with additional jets and b-tagged jets:

l Strategy is a cut and count final state fit to data

Channel Selection

2L SS l ≥ 5 jets ≥ 1 b-tag

2LSS + tau l ≥ 4 jets ≥ 1 b-tag

3Ll ≥ 4 jets ≥ 1 b-tag or l ≥ 3 jets ≥ 2 b-tags

4L l ≥ 2 jets ≥ 1 b-tag

Page 33: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H(Leptons) Backgrounds

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l Signatures of multiple leptons rare from SM processes

l Dominant backgrounds from non-prompt leptons

0.04 0.12 0.15S/B:

0.30 0.14 0.40

l Semi-leptonic decays of b-jets

Page 34: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H(Leptons) Backgrounds

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l Signatures of multiple leptons rare from SM processes

l Dominant backgrounds from non-prompt leptons

0.04 0.12 0.15S/B:

0.30 0.14 0.40

l Semi-leptonic decays of b-jets

l Mis-identified charged leptons (QMisReco)l Bremsstrahlung

l SM backgrounds mostly with additional jets l tt+̄Z or tt+̄W l Diboson + additional heavy flavour

Page 35: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Background Estimation

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l Fake lepton estimation is crucial for multilepton channels

l Tight selection applied to reduce the amount of fake lepton backgrounds in signal region l Tight lepton cuts on ID, pT, isolation, impact parameter, overlap removal with close-by jets

l Data-driven fake lepton estimation: fake factor methodl loose-to-tight extrapolation in the 2L channel

A (SR) B

C D

l Minimum isolation, ID and tight vertex ℓ requirement

l 1 tight and 1 loose leptonl 2 tight leptons

l High N jets

l Low N jets

Page 36: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

Background Estimation

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l Fake lepton estimation is crucial for multilepton channels

l Tight selection applied to reduce the amount of fake lepton backgrounds in signal region l Tight lepton cuts on ID, pT, isolation, impact parameter, overlap removal with close-by jets

l Data-driven fake lepton estimation: fake factor methodl loose-to-tight extrapolation in the 2L channel

l tt+̄Z CR

A (SR) B

C D

l Minimum isolation, ID and tight vertex ℓ requirement

l 1 tight and 1 loose leptonl 2 tight leptons

l High N jets

l Low N jets

Page 37: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H(Leptons) Fit to data

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l Pre-fit and post-fit yields compared to data l Fit categories based on lepton number and flavour (in the case of same-signed 2L channel) l 6 bin fit

l Fit prefers an increased ttH̄ production ratel Excess pre-fit in same-signed 2L channels

Page 38: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H(Leptons) Systematics

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l Ranking of systematics based on impact on the signal strength uncertainty

l Largest uncertainty from jet-vertex fraction l Per-jet uncertainty (~ 2.5 %) l Due to pile-up jets

l Non-prompt lepton uncertainties also very large l Correlated between 2L and 3L channels

l ttH uncertainties correlated between all channels

Page 39: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H(Leptons) Results

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l Combination of all multilepton channels

l 95% CL observed (expected) limit: l 4.9 x SM (2.3 x SM) for mH = 125 GeV

l Best fit signal strength: μ(ttH̄) = 2.5 ± 1.2

l Slight access consistent with SM expectation

Page 40: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

Stefan Guindon University at Albany Search for ttH at ATLASJan 24, 2017

tt̄H(γγ)

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l Diphoton final state is a very rare decay of the Higgs (~ 0.2 %) l Very clean final state

l Selection of γγ candidates:l Build the diphoton primary vertex using highest ET photons passing loose selection l Require two tight and isolated photons with ET > 25 GeV and |η| < 2.37 l Leading and sub-leading photons: ET/mγγ > 0.35 and 0.25

l For ttH̄(γγ), candidates are then required to pass additional object and event selection criteria:l Split according to tt ̄decay channel

Channel Hadronic Leptonc (≥ 1 lepton)

≥ 5 jets, pT> 30 GeV pT(ℓ) >10 GeV

≥ 1 b-jet ≥ 2 jets pT>25 GeV, ≥ 1 b-jet

- Z veto (mℓℓ and meγ)

cut-based γγ selection cut-based γγ selection MET > 20 GeV (for 1bjet events)

Page 41: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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tt̄H(γγ) Background Estimation

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l Background fraction estimated using data-driven method

l Templates for real and fake photons fit in sideband regions

l Exponential of polynomial or Bernstein polynomial

l Background mostly γγ (~ 80 %)

Page 42: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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tt̄H(γγ) Background Estimation

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l Background fraction estimated using data-driven method

l Templates for real and fake photons fit in sideband regions

l Exponential of polynomial or Bernstein polynomial

l Background mostly γγ (~ 80 %)

l Composition of Higgs related backgrounds for ttH selection:

l ggF + heavy flavour (hadronic)

l tHjb and tWH leading backgrounds in both categories

Page 43: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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tt̄H(γγ): Signal Regions

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l Very few events expected in mass window of signal region

l Signal strength of ttH̄(γγ) fit individually is - 0.25 +1.26 -0.99

l Dominated by statistical uncertaintyl Sensitivity of this channel will grow with data

Page 44: Search for ttH at ATLAS - University of Oxford · l For the first ttH searches of Run-2, we are using 3.2 fb-1 of 2015 and 10.0 fb-1 of 2016 data l Data quality checks to ensure

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Overview of tt̄H Combination

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Main background

 γγ continuum non-prompt, QMisID, tt̄V tt̄+HF (SRs)

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Combination of tt̄H Channels

45

l Signal strength μttH̄ combination

l Significance improvement of 50% with respect to the most sensitive individual result

l Supersedes Run-1 ATLAS sensitivity (1.5σ)

l Systematically limited with early Run-2 dataset

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Top-Yukawa Coupling

46

l Top-Higgs coupling not only responsible for ttH̄ production l Single top + Higgs production possible in SM (tH)

Yt

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Top-Yukawa Coupling

47

Yt

gHWW

l Top-Higgs coupling not only responsible for ttH̄ production l Single top + Higgs production possible in SM (tH)

l tH production is highly suppressed in SM l Much smaller than ttH̄ l Negative interference with W-H coupling

l Sensitive to the sign of top-yukawa coupling

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Top-Yukawa Coupling

48

l In some BSM models Yt can be negative: l Significantly increased tH cross section and BR(H → γγ) l Destructive interference becomes constructive l Attempt to rule out such hypothesis

l Set limits as a function of κt = Yt/Yt(SM) l Inclusive Higgs production as a function of strength

to SM expectation l Also correlated to BR(H → γγ)

l All other couplings are set to SM l Null hypothesis includes SM ttH̄

l 95% CL lower and upper observed (expected) limits on κt l κt: > − 1.3 and < + 8.1 (− 1.2 and + 7.9)

l Top-Higgs coupling not only responsible for ttH̄ production l Single top + Higgs production possible in SM (tH)

Yt

gHWWl tH production is highly suppressed in SM

l Much smaller than ttH̄ l Negative interference with W-H coupling

l Sensitive to the sign of top-yukawa coupling

ATLAS Result

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Boosted tt̄H(bb)

49

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Boosted tt̄H(bb)

50

l CMS: Boosted require both hadronic top and H tagsl Reduced combinatorics for Higgs candidate l C/A 1.5 jets with a top-tagged and boosted Higgs candidate with pT > 200 GeV l Require at least 4 jets and 2 btags

CMS HIG-16-004

SR yields for 1/fb

N(ttH̄) 0.81

N(bkg) 43.3 (34 % tt+bb) large tt+B

S/B 0.02

l Resolution of H->bb candidatel Input into a BDT

l Third most sensitive region in H->bb from CMS

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Future Outlook

51

l LHC program is still in its infancy l A lot of work ahead in observing Higgs coupling to third generation quarks (top and bottom) l Challenges ahead with High-Luminosity LHC: large number of interactions

l Run-2 integrated luminosity ~ 150 fb-1

l Significance with 13 fb-1 2.8 σ (1.8 σ) observed (expected) l Some searches systematics limited

l 2017-2018 should be very interesting for ttH̄ searches at the LHC

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tt̄H/tt̄Z to measure Top-Yukawa

52

l ttH̄ cross section measurement is most often described as a measurement of the top-Yukawa couplingl This is limited by theoretical understanding of theoretical uncertainties on ttH̄ production XS l THU NLO uncertainties for ttH̄ and ttZ̄ reported in the YR4:

l Identical production dynamics:l Correlated QCD corrections, scale dependence, and αS dependence

l mZ ~ mH —> almost identical kinematic boundariesl Correlated PDF systematics

l For a given Yt, σ(ttH̄)/σ(ttZ̄) can be predicted theoretically with a much better precisionl Most precise handle on the top-Yukawa coupling

l Still far away from having leading theory uncertainties (Run-3 and HL-LHC)l Can already be done -> no real reason not to already measure y_t with Run-2 datasetl ttH̄ systematics 3rd leading in ttH̄(bb)

NLO QCD+EW XS [fb] @ 13 TeV Scale PDF αS

tt̄H 507.1 + 5.8 - 9.2 % +/- 3.0 % +/- 2.0 %

tt̄Z 839.3 + 9.6 - 11.3 % +/- 2.8 % +/- 2.8 %

https://twiki.cern.ch/twiki/bin/view/LHCPhysics/LHCHXSWGTTH

M. Mangano - Training Lectures on FCC

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CP mixture states of the Higgs

53

l Statistical p-value on different observablesl Longer term projects - though should be open to surprises

arXiv:1501.03157l Though, still unobserved ttH at the LHC, need to keep in mind

important future measurements l Any CP violating instances in the top-Yukawa couplingl Still allowed given current EDM constraints l Gauge boson coupling CP violations suppressed and non-

universality of fermion couplings possible (H->tautau) in NP models

l ttH/A would be an interesting place to study CP violation in the Higgs sector due to its coupling to top quarks

l Mixture of scalar and pseudo- scalar

l Change in expected cross section based on mixturel Kinematic differences

l Spin correlation of ttbar decays

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Back-up

54

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Summary of Run-1 Results

55

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ATLAS + CMS Couplings Combination

56

l Signal strength measurements of Higgs production mechanisms from ATLAS+ CMS combination

l ttH signal strength 2.3 times SM expectation

Higgs Production

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ttH(bb) Systematic Uncertainties

57

l List of systematic uncertainties based on impact on signal strength

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CMS ttH(bb): Fit Regions

58

l 4 fit regions in lepton+jets channel and 3 in dilepton onlyl Dropped several from 2015 analysis

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CMS ttH(bb): Backgrounds

59

l Background fractions in 6j4b the most sensitive signal region

CMS ATLAS

l Larger fraction of tt+>=1 c in CMS than ATLAS

l b-tagging rejection is not as high as ATLAS (also slight difference in labelling)

l S/B and S/sqrt(B) higher in ATLAS

CMS ATLAStt+>=1b 58.5% 79.8%tt+>=1c 23.0% 8.5%tt+>=1l 11.3% 4.0%

Total bkg 764.8 840Total signal 26.9 44.9

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CMS ttH(bb): Final Discriminants

60

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Stefan Guindon University at Albany CMS ttH(bb) AnalysisNov 16, 2016

CMS ttH(bb): Systematics

61

l no ttH shape systematics

l Only 1 JES

l Contamination in CRs

l 50 % normalization on 6 HF categories (3 b and 1 c)

l Largest impact on signal strength

l PS scale l Only tt+bb shape modelling

uncertainty in the analysis l No feeling for how large this

is in the final discriminants l Normalization is a few %

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CMS ttH(bb): Fit Results

62

l Individually, very slight excesses in signal-enriched regions

l Combination pulls down result l JES related pull correlated

across all regions

l Very little shape change in the final discriminant

l Increase in tt+LF post-fit

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CMS ttH(bb): S/B

63

l As expected from individual vs total fit result, the lower fitted mu is the result of small S/B bins and not from the most sensitive SR

l Same effect in both lepton+jets and dilepton

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CMS Results: ttH(Leptons) I

64

l Multivariate approach to separate ttH from fake lepton and SM backgrounds l Binned fit in 2D space formed by BDT (ttH̄-vs-tt)̄ and BDT (ttH̄-vs-ttV̄)

l Input variables: kinematics, jet multiplicity, matrix element (for 3ℓ, ~8% improvement) l Not included: lepton ID

l Fit categories based on: l light ℓ flavour, hadronically-decaying 𝜏, presence of b-jets, lepton charge

l Total: (97 fit bins)

l MVA to discriminate prompt from non-prompt leptons

l BDT output of data and MC for ttH and tt (with fake leptons)

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CMS Results: ttH(Leptons) II

65

2ℓSS

3ℓ

2ℓSS

3ℓ

x

x

largest BDT separation

x

Bins to fit

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CMS Results: ttH(Leptons) III

66

l Results of the CMS ttH(leptons) fit to data for each of the separate channels + combined l Slight excess compared to SM expectation

l Largest uncertainties related to the selection efficiency l Muon fake rates constrained by the fit to data

l Dimuon channel most sensitive

SM

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CMS Results: ttH(yy)

67

l Similar selection as ATLAS analysis

l BDTγγ discriminate H→γγ from diphoton background

l Input variables: pTγ(1,2)/mγγ, cos(Φγ1-Φγ2), relative diphoton mass resolution, BDT γID, BDT VTX Prob

l Built to be mass independent

• μ(tt̄H) = 1.91 + 1.5 – 1.2

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Profiling

68

•We can reduce uncertainties in signal bin by profiling •Constrain uncertainty in another bin, propagate this knowledge to signal bin

•Given: +1 sigma, nominal and -1 sigma of each systematic

•Assumption of interpolation of uncertainty between [-1,1] sigma

•Assume full correlation between bins

•What are we doing: Measuring the uncertainty in our dataset

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κ Framework

69

l κ framework developed by LHC Higgs Cross Section WG l Modifiers which scale Higgs boson couplings, both fermion and boson

l Production cross-sections and decay rates for each process are parameterized with a degree of freedom κ2

l For tree-level LO processes, the coupling modifiers (κ2 ) are labeled as: l Measurements of fermions: κf —> κt, κb, κτ l Measurements of bosons: κV —> κW, κZ

Higgs width assuming possible BSM

l For processes with loops at LO, κ2 are labeled as: l Can be expressed as a polynomial of: κt, κW, … l Or assign an effective κ for that process: κg, κγ, κH

l Important note that although the parameters κ correspond to the LO degrees of freedom in each process, the SM cross-section it multiplies (σSM, BSM) is usually NLO or NNLO both in QCD and EW.

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top-Higgs Yukawa in the combination

70

l Fit of the coupling modifiers accessible by the LHCl Loop coupling strengths are resolved in expressions

of tree-level coupling assuming the SM physics l One coupling parameter per SM particle l No Beyond-Standard-Model decays

l All couplings are compatible with SM l (ε = 0 and M = 246 GeV)

F,i = ⌫ ·m✏F,i/M

1+✏ and V,i = ⌫ ·m2✏V,i/M

1+2✏

✏ = 0.023+0.029�0.027 and M = 233+13

�12 GeV

Z , W , t, ⌧ , b, µ

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κ Framework Loops

71

l Parameterization of the ggF → H → γγ

l Starting with the production ggF -> H l Can be broken into three components with coupling modifiers t / b

�(ggF ! H) = 2t�tt + 2

b�bb + tb�tb

2g = �(ggF!H)

�SM= 2

t�tt+2b�bb+tb�tb

�tt+�bb+�tb

⇡ 1.062t + 0.012

b � 0.07tb

l Effective Hgg coupling:

l Decay H -> γγ : including contributions from top quark and W boson

2� = ���

�SM��

=2t�

tt��+2

W�WW�� +tW�tW

��

�tt��+�WW

�� +�tW��

⇡ 0.072t + 1.592

W � 0.66tW

t W

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Parameterizations

72

l Production, decays and partial width of the Higgs l Parameterizations for κ modifiers including higher-order QCD and EW corrections

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Parameterizations

73

l Interference involving top quarksl Sensitive to the relative sign of

the coupling

l Production, decays and partial width of the Higgs l Parameterizations for κ modifiers including higher-order QCD and EW corrections

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Parameterizations

74

l Assume κt > 0l b,Z,W couplings sign can be

constrained via this assumption

gHtt

gHWW

l Interference involving top quarksl Sensitive to the relative sign of

the coupling

l Example of tH, destructive in SM, constructive with κt = -1x κW

l Production, decays and partial width of the Higgs l Parameterizations for κ modifiers including higher-order QCD and EW corrections

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Parameterizations

75

l Interference involving top quarksl Sensitive to the relative sign of

the coupling

l Example of tH, destructive in SM, constructive with κt = -1x κW

l Limited to no sensitivity:l κμ, κc, κs l Assumed they behave as: κμ -> κτ, κc -> κt, κs -> κb

l Not included (irrelevant): κe, κu, κd

l Production, decays and partial width of the Higgs l Parameterizations for κ modifiers including higher-order QCD and EW corrections