jets, our window on partons at the lhc - cern...jets, our window on partons (p. 5) 0. lhc lhc is a...

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Jets, our window on partons at the LHC Gavin P. Salam LPTHE, UPMC Paris 6 & CNRS Torino, 23 May 2008 Basics: Cacciari (LPTHE) & Soyez (BNL) Higgs: Butterworth, Davison (ATLAS UCL) & Rubin (LPTHE) Other related work: Dasgupta (Manchester), Magnea (Turin), Rojo (LPTHE)

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Page 1: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons at the LHC

Gavin P. Salam

LPTHE, UPMC Paris 6 & CNRS

Torino, 23 May 2008

Basics: Cacciari (LPTHE) & Soyez (BNL)Higgs: Butterworth, Davison (ATLAS UCL) & Rubin (LPTHE)

Other related work: Dasgupta (Manchester), Magnea (Turin), Rojo (LPTHE)

Page 2: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 2)

0. LHC Startup approaches for LHC

p p1,000,000,000 times per second

14 TeV

Page 3: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 2)

0. LHC Startup approaches for LHC

Page 4: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 3)

0. LHC 2 general purpose detectors

Page 5: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 4)

0. LHC

Compared to current biggest collider (Tevatron)

◮ LHC energy will be 7 times higher

◮ Total number of collisions (over 6 years) 50 times higher

Aims are varied; Higgs discovery top priorityLast undiscovered component of standard model

φ has vacuum expectation value v ,φ = v + H ↔ particle masses

L = · · ·+ (v + H)2qq +

(v + H)2W +W− + · · ·

Excitations H around v are the Higgs ≡sign of what’s going on.

Plus searches for anything NEW in this energy domain

Page 6: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 4)

0. LHC

Compared to current biggest collider (Tevatron)

◮ LHC energy will be 7 times higher

◮ Total number of collisions (over 6 years) 50 times higher

Aims are varied; Higgs discovery top priorityLast undiscovered component of standard model

V(φ)

|φ0| |φ+|

V(φ) φ has vacuum expectation value v ,φ = v + H ↔ particle masses

L = · · ·+ (v + H)2qq +

(v + H)2W +W− + · · ·

Excitations H around v are the Higgs ≡sign of what’s going on.

Plus searches for anything NEW in this energy domain

Page 7: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 4)

0. LHC

Compared to current biggest collider (Tevatron)

◮ LHC energy will be 7 times higher

◮ Total number of collisions (over 6 years) 50 times higher

Aims are varied; Higgs discovery top priorityLast undiscovered component of standard model

V(φ)

|φ0| |φ+|

V(φ) φ has vacuum expectation value v ,φ = v + H ↔ particle masses

L = · · ·+ (v + H)2qq +

(v + H)2W +W− + · · ·

Excitations H around v are the Higgs ≡sign of what’s going on.

Plus searches for anything NEW in this energy domain

Page 8: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 5)

0. LHC

LHC is a parton collider

◮ Quarks and gluons are inevitable in initial state

◮ and ubiquitous in the final state

Partons — quarks and gluons — are key concepts of QCD.

◮ Lagrangian is in terms of quark and gluon fields

◮ Perturbative QCD only deals with partons

Though we often talk of quarks and gluons, we never see them

◮ Not an asymptotic state of the theory — because of confinement

◮ But also even in perturbation theorybecause of collinear divergences (in massless approx.)

◮ The closest we can get to handling final-state partons is jets

Page 9: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 6)

1. Jets Intro

1. Jets Introduction

Page 10: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 7)

1. Jets Intro Parton fragmentation

quark

Gluon emission:

αsdE

E

θ≫ 1

At low scales:

αs → 1

Page 11: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 7)

1. Jets Intro Parton fragmentation

gluon

θ

quark

Gluon emission:

αsdE

E

θ≫ 1

At low scales:

αs → 1

Page 12: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 7)

1. Jets Intro Parton fragmentation

quark

Gluon emission:

αsdE

E

θ≫ 1

At low scales:

αs → 1

Page 13: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 7)

1. Jets Intro Parton fragmentation

non−

pert

urba

tive

hadr

onis

atio

nquark

Gluon emission:

αsdE

E

θ≫ 1

At low scales:

αs → 1

Page 14: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 7)

1. Jets Intro Parton fragmentation

KL

π−

π+

π0

K+no

n−pe

rtur

bativ

eha

dron

isat

ionquark

Gluon emission:

αsdE

E

θ≫ 1

At low scales:

αs → 1

Page 15: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 8)

1. Jets Intro

1. Seeing PartonsSeeing v. defining jets

Jets are what we see.Clearly(?) 2 of them.

2 partons?

Eparton = Mz/2?

How many jets do you see?Do you really want to ask yourselfthis question for 108 events?

Page 16: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 8)

1. Jets Intro

1. Seeing PartonsSeeing v. defining jets

Jets are what we see.Clearly(?) 2 of them.

2 partons?

Eparton = Mz/2?

How many jets do you see?Do you really want to ask yourselfthis question for 108 events?

Page 17: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 8)

1. Jets Intro

1. Seeing PartonsSeeing v. defining jets

Jets are what we see.Clearly(?) 2 of them.

2 partons?

Eparton = Mz/2?

How many jets do you see?Do you really want to ask yourselfthis question for 108 events?

Page 18: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 9)

1. Jets Intro

1. Seeing PartonsJet definition / algorithm

A jet definition is a systematic procedure that projects away themultiparticle dynamics, so as to leave a simple picture of what happenedin an event:

jetdefinition

Jets are as close as we can get to a physical single hard quark or gluon:with good definitions their properties (multiplicity, energies, [flavour]) are

◮ finite at any order of perturbation theory

◮ insensitive to the parton → hadron transition

NB: finiteness ←→ set of jets depends on jet def.

Page 19: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 9)

1. Jets Intro

1. Seeing PartonsJet definition / algorithm

A jet definition is a systematic procedure that projects away themultiparticle dynamics, so as to leave a simple picture of what happenedin an event:

jetdefinition

Jets are as close as we can get to a physical single hard quark or gluon:with good definitions their properties (multiplicity, energies, [flavour]) are

◮ finite at any order of perturbation theory

◮ insensitive to the parton → hadron transition

NB: finiteness ←→ set of jets depends on jet def.

Page 20: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 9)

1. Jets Intro

1. Seeing PartonsJet definition / algorithm

A jet definition is a systematic procedure that projects away themultiparticle dynamics, so as to leave a simple picture of what happenedin an event:

jetdefinition #2

Jets are as close as we can get to a physical single hard quark or gluon:with good definitions their properties (multiplicity, energies, [flavour]) are

◮ finite at any order of perturbation theory

◮ insensitive to the parton → hadron transition

NB: finiteness ←→ set of jets depends on jet def.

Page 21: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 10)

1. Jets Intro

1. Seeing PartonsQCD jets flowchart

Jet (definitions) provide central link between expt., “theory” and theory

And jets are an input to almost all analyses

Page 22: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 10)

1. Jets Intro

1. Seeing PartonsQCD jets flowchart

Jet (definitions) provide central link between expt., “theory” and theory

And jets are an input to almost all analyses

Page 23: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 11)

1. Jets Intro

2. Jets at LHCJet Definition History

◮ Periodic key developments in jet definitions spurred byever-increasing experimental/theoretical sophistication.

◮ Approach of LHC provides motivation for taking a new, fresh,systematic look at jets.

◮ This talk: some of the discoveries along the way

1975 1980 1985 1990 1995 2000 2005

Tev Run II wkshp(midpoint cone)Sterman

Weinberg

UA1+2 cones

Jade, seq. rec. ktCambridge

Aachen

Snowmass

Definitions shown are those with widest exptl. impact

NB: also ARCLUS, OJF, . . .

Page 24: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 11)

1. Jets Intro

2. Jets at LHCJet Definition History

◮ Periodic key developments in jet definitions spurred byever-increasing experimental/theoretical sophistication.

◮ Approach of LHC provides motivation for taking a new, fresh,systematic look at jets.

◮ This talk: some of the discoveries along the way

1975 1980 1985 1990 1995 2000 2005

Tev Run II wkshp(midpoint cone)Sterman

Weinberg

UA1+2 cones

Jade, seq. rec. ktCambridge

Aachen

Spe

ed, I

R s

afet

y, J

et A

reas

Non

−per

t. ef

fect

s, J

et F

lavo

ur

Snowmass

Definitions shown are those with widest exptl. impact

NB: also ARCLUS, OJF, . . .

Page 25: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 12)

1. Jets Intro

2. Jets at LHCWhat’s new for jets @ LHC?

Number of particles:

Experiment N

LEP, HERA 50Tevatron 100–400LHC low-lumi 800LHC high-lumi 4000LHC PbPb 30000

◮ Range & complexity of signatures (jets,tt, tj , W j, Hj, ttj , WW j, W jj, SUSY,etc.)

◮ e.g. ∼ 5 million tt → 6 jet events/year

◮ Theory investment∼ 100 people × 10 years

60− 100 million $

Physics scales:

Experiment Physics Scale

LEP, HERA Electroweak 100 GeV+ Hadronisation 0.5 GeV

Tevatron → LHC + Underlying event 4→ 15 GeV?

LHC + BSM 1 TeV?+ Pileup 30− 120 GeV

Page 26: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 12)

1. Jets Intro

2. Jets at LHCWhat’s new for jets @ LHC?

Number of particles:

Experiment N

LEP, HERA 50Tevatron 100–400LHC low-lumi 800LHC high-lumi 4000LHC PbPb 30000

◮ Range & complexity of signatures (jets,tt, tj , W j, Hj, ttj , WW j, W jj, SUSY,etc.)

◮ e.g. ∼ 5 million tt → 6 jet events/year

◮ Theory investment∼ 100 people × 10 years

60− 100 million $

Physics scales:

Experiment Physics Scale

LEP, HERA Electroweak 100 GeV+ Hadronisation 0.5 GeV

Tevatron → LHC + Underlying event 4→ 15 GeV?

LHC + BSM 1 TeV?+ Pileup 30− 120 GeV

Page 27: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 12)

1. Jets Intro

2. Jets at LHCWhat’s new for jets @ LHC?

Number of particles:

Experiment N

LEP, HERA 50Tevatron 100–400LHC low-lumi 800LHC high-lumi 4000LHC PbPb 30000

◮ Range & complexity of signatures (jets,tt, tj , W j, Hj, ttj , WW j, W jj, SUSY,etc.)

◮ e.g. ∼ 5 million tt → 6 jet events/year

◮ Theory investment∼ 100 people × 10 years

60− 100 million $

Physics scales:

Experiment Physics Scale

LEP, HERA Electroweak 100 GeV+ Hadronisation 0.5 GeV

Tevatron → LHC + Underlying event 4→ 15 GeV?

LHC + BSM 1 TeV?+ Pileup 30− 120 GeV

Page 28: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 13)

1. Jets Intro

2. Jets at LHCOld issues? 1990 “standards”

Snowmass Accord (1990):

Without these, either the experiment won’t use the jet-definition, or thetheoretical calculations will be compromised

Long satisfied in e+e− and DIS

Satisfied in . 10% of jet work at Tevatron

Hardly discussed in LHC TDRs

Page 29: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 13)

1. Jets Intro

2. Jets at LHCOld issues? 1990 “standards”

Snowmass Accord (1990):

Without these, either the experiment won’t use the jet-definition, or thetheoretical calculations will be compromised

Long satisfied in e+e− and DIS

Satisfied in . 10% of jet work at Tevatron

Hardly discussed in LHC TDRs

Page 30: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 14)

2. Safe, practical jet-finding

2. Safe, practical jet-finding

Page 31: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 15)

2. Safe, practical jet-finding Two classes of jet algorithm

Sequential recombination Cone

kt , Jade, Cam/Aachen, . . .

Bottom-up:Cluster ‘closest’ particles repeat-edly until few left → jets.

Works because of mapping:closeness ⇔ QCD divergence

Loved by e+e−, ep and theorists

UA1, JetClu, Midpoint, . . .

Top-down:Find coarse regions of energy flow(cones), and call them jets.

Works because QCD only modifiesenergy flow on small scales

Loved by pp and few(er) theorists

Both had serious issues that got in way of practical use and/orphysical validity

Page 32: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 15)

2. Safe, practical jet-finding Two classes of jet algorithm

Sequential recombination Cone

kt , Jade, Cam/Aachen, . . .

Bottom-up:Cluster ‘closest’ particles repeat-edly until few left → jets.

Works because of mapping:closeness ⇔ QCD divergence

Loved by e+e−, ep and theorists

UA1, JetClu, Midpoint, . . .

Top-down:Find coarse regions of energy flow(cones), and call them jets.

Works because QCD only modifiesenergy flow on small scales

Loved by pp and few(er) theorists

Both had serious issues that got in way of practical use and/orphysical validity

Page 33: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 16)

2. Safe, practical jet-finding

1. Sequential recombinationSequential recombination algorithms

kt algorithm Catani, Dokshizter, Olsson, Seymour, Turnock, Webber ’91–’93

Ellis, Soper ’93

◮ Find smallest of all dij= min(k2ti , k

2tj )∆R2

ij/R2 and diB = k2

i

◮ Recombine i , j (if iB : i → jet)

◮ RepeatNB: hadron collider variables

◮ ∆R2ij = (φi − φj)

2 + (yi − yj)2

◮ rapidity yi = 12 ln Ei+pzi

Ei−pzi

◮ ∆Rij is boost invariant angle

R sets jet opening angle

Page 34: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 16)

2. Safe, practical jet-finding

1. Sequential recombinationSequential recombination algorithms

kt algorithm Catani, Dokshizter, Olsson, Seymour, Turnock, Webber ’91–’93

Ellis, Soper ’93

◮ Find smallest of all dij= min(k2ti , k

2tj )∆R2

ij/R2 and diB = k2

i

◮ Recombine i , j (if iB : i → jet)

◮ RepeatNB: hadron collider variables

◮ ∆R2ij = (φi − φj)

2 + (yi − yj)2

◮ rapidity yi = 12 ln Ei+pzi

Ei−pzi

◮ ∆Rij is boost invariant angle

R sets jet opening angle

Page 35: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 16)

2. Safe, practical jet-finding

1. Sequential recombinationSequential recombination algorithms

kt algorithm Catani, Dokshizter, Olsson, Seymour, Turnock, Webber ’91–’93

Ellis, Soper ’93

◮ Find smallest of all dij= min(k2ti , k

2tj )∆R2

ij/R2 and diB = k2

i

◮ Recombine i , j (if iB : i → jet)

◮ RepeatNB: hadron collider variables

◮ ∆R2ij = (φi − φj)

2 + (yi − yj)2

◮ rapidity yi = 12 ln Ei+pzi

Ei−pzi

◮ ∆Rij is boost invariant angle

R sets jet opening angle

Page 36: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 16)

2. Safe, practical jet-finding

1. Sequential recombinationSequential recombination algorithms

kt algorithm Catani, Dokshizter, Olsson, Seymour, Turnock, Webber ’91–’93

Ellis, Soper ’93

◮ Find smallest of all dij= min(k2ti , k

2tj )∆R2

ij/R2 and diB = k2

i

◮ Recombine i , j (if iB : i → jet)

◮ RepeatNB: hadron collider variables

◮ ∆R2ij = (φi − φj)

2 + (yi − yj)2

◮ rapidity yi = 12 ln Ei+pzi

Ei−pzi

◮ ∆Rij is boost invariant angle

R sets jet opening angle

Page 37: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 16)

2. Safe, practical jet-finding

1. Sequential recombinationSequential recombination algorithms

kt algorithm Catani, Dokshizter, Olsson, Seymour, Turnock, Webber ’91–’93

Ellis, Soper ’93

◮ Find smallest of all dij= min(k2ti , k

2tj )∆R2

ij/R2 and diB = k2

i

◮ Recombine i , j (if iB : i → jet)

◮ RepeatNB: hadron collider variables

◮ ∆R2ij = (φi − φj)

2 + (yi − yj)2

◮ rapidity yi = 12 ln Ei+pzi

Ei−pzi

◮ ∆Rij is boost invariant angle

R sets jet opening angle

Page 38: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 16)

2. Safe, practical jet-finding

1. Sequential recombinationSequential recombination algorithms

kt algorithm Catani, Dokshizter, Olsson, Seymour, Turnock, Webber ’91–’93

Ellis, Soper ’93

◮ Find smallest of all dij= min(k2ti , k

2tj )∆R2

ij/R2 and diB = k2

i

◮ Recombine i , j (if iB : i → jet)

◮ RepeatNB: hadron collider variables

◮ ∆R2ij = (φi − φj)

2 + (yi − yj)2

◮ rapidity yi = 12 ln Ei+pzi

Ei−pzi

◮ ∆Rij is boost invariant angle

R sets jet opening angle

Page 39: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 16)

2. Safe, practical jet-finding

1. Sequential recombinationSequential recombination algorithms

kt algorithm Catani, Dokshizter, Olsson, Seymour, Turnock, Webber ’91–’93

Ellis, Soper ’93

◮ Find smallest of all dij= min(k2ti , k

2tj )∆R2

ij/R2 and diB = k2

i

◮ Recombine i , j (if iB : i → jet)

◮ RepeatNB: hadron collider variables

◮ ∆R2ij = (φi − φj)

2 + (yi − yj)2

◮ rapidity yi = 12 ln Ei+pzi

Ei−pzi

◮ ∆Rij is boost invariant angle

R sets jet opening angle

Page 40: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 17)

2. Safe, practical jet-finding

1. Sequential recombinationWhy kt?

kt distance measures

dij = min(k2ti , k

2tj )∆R2

ij , diB = k2ti

are closely related to structure of divergences for QCD emissions

[dkj ]|M2g→gigj

(kj )| ∼αsCA

dktj

min(kti , ktj )

d∆Rij

∆Rij

, (ktj ≪ kti , ∆Rij ≪ 1)

and

[dki ]|M2Beam→Beam+gi

(ki )| ∼αsCA

π

dkti

kti

dηi , (k2ti ≪ {s, t, u})

kt algorithm attempts approximate inversion ofbranching process

Page 41: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 17)

2. Safe, practical jet-finding

1. Sequential recombinationWhy kt?

kt distance measures

dij = min(k2ti , k

2tj )∆R2

ij , diB = k2ti

are closely related to structure of divergences for QCD emissions

[dkj ]|M2g→gigj

(kj )| ∼αsCA

dktj

min(kti , ktj )

d∆Rij

∆Rij

, (ktj ≪ kti , ∆Rij ≪ 1)

and

[dki ]|M2Beam→Beam+gi

(ki )| ∼αsCA

π

dkti

kti

dηi , (k2ti ≪ {s, t, u})

kt algorithm attempts approximate inversion ofbranching process

Page 42: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 18)

2. Safe, practical jet-finding

1. Sequential recombinationComputing...

‘Trivial’ computational issue:

◮ for N particles: N2 dij searched through N times = N3

◮ 4000 particles (or calo cells): 1 minuteNB: often study 107 − 108 events (20-200 CPU years)

◮ Heavy Ions: 30000 particles: 10 hours/event

As far as possible physics choices should not be limited by computing.

Even if we’re clever about repeating the full search each time, we still haveO

(N2

)dij ’s to establish

Page 43: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 19)

2. Safe, practical jet-finding

1. Sequential recombinationkt is a form of Hierarchical Clustering

kt alg. is so good it’sused throughout sci-ence!

NB HEP is not onlyfield to use brute-force. . .

For general distancemeasures problem re-duces to ∼ N2 (fac-tor ∼ 20 for N =1000).

Eppstein ’99

+ Cardinal ’03

Page 44: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 19)

2. Safe, practical jet-finding

1. Sequential recombinationkt is a form of Hierarchical Clustering

kt alg. is so good it’sused throughout sci-ence!

NB HEP is not onlyfield to use brute-force. . .

For general distancemeasures problem re-duces to ∼ N2 (fac-tor ∼ 20 for N =1000).

Eppstein ’99

+ Cardinal ’03

Page 45: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 20)

2. Safe, practical jet-finding

1. Sequential recombinationCan we do better than N2?

There are N(N − 1)/2 distances dij — surely we have to calculate them allin order to find smallest?

kt distance measure is partly geometrical:

mini ,j

dij ≡ mini ,j

(min{k2ti , k

2tj}∆2

ij)

= mini ,j

(k2ti∆

2ij)

= mini

(k2ti min

j∆2

ij)

In words: if i , j form smallest dij then j is geometrical nearest neighbour(GNN) of i .

kt distance need only be calculated between GNNs

Each point has 1 GNN → need only calculate N dij ’s

Page 46: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 20)

2. Safe, practical jet-finding

1. Sequential recombinationCan we do better than N2?

There are N(N − 1)/2 distances dij — surely we have to calculate them allin order to find smallest?

kt distance measure is partly geometrical:

mini ,j

dij ≡ mini ,j

(min{k2ti , k

2tj}∆2

ij)

= mini ,j

(k2ti∆

2ij)

= mini

(k2ti min

j∆2

ij)

In words: if i , j form smallest dij then j is geometrical nearest neighbour(GNN) of i .

kt distance need only be calculated between GNNs

Each point has 1 GNN → need only calculate N dij ’s

Page 47: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 20)

2. Safe, practical jet-finding

1. Sequential recombinationCan we do better than N2?

There are N(N − 1)/2 distances dij — surely we have to calculate them allin order to find smallest?

kt distance measure is partly geometrical:

mini ,j

dij ≡ mini ,j

(min{k2ti , k

2tj}∆2

ij)

= mini ,j

(k2ti∆

2ij)

= mini

(k2ti min

j∆2

ij)

In words: if i , j form smallest dij then j is geometrical nearest neighbour(GNN) of i .

kt distance need only be calculated between GNNs

Each point has 1 GNN → need only calculate N dij ’s

Page 48: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 20)

2. Safe, practical jet-finding

1. Sequential recombinationCan we do better than N2?

There are N(N − 1)/2 distances dij — surely we have to calculate them allin order to find smallest?

kt distance measure is partly geometrical:

mini ,j

dij ≡ mini ,j

(min{k2ti , k

2tj}∆2

ij)

= mini ,j

(k2ti∆

2ij)

= mini

(k2ti min

j∆2

ij)

In words: if i , j form smallest dij then j is geometrical nearest neighbour(GNN) of i .

kt distance need only be calculated between GNNs

Each point has 1 GNN → need only calculate N dij ’s

Page 49: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 20)

2. Safe, practical jet-finding

1. Sequential recombinationCan we do better than N2?

There are N(N − 1)/2 distances dij — surely we have to calculate them allin order to find smallest?

kt distance measure is partly geometrical:

mini ,j

dij ≡ mini ,j

(min{k2ti , k

2tj}∆2

ij)

= mini ,j

(k2ti∆

2ij)

= mini

(k2ti min

j∆2

ij)

In words: if i , j form smallest dij then j is geometrical nearest neighbour(GNN) of i .

kt distance need only be calculated between GNNs

Each point has 1 GNN → need only calculate N dij ’s

Page 50: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 21)

2. Safe, practical jet-finding

1. Sequential recombinationFinding Geom Nearest Neighbours

1

2

3

4

56

7 8

9

10

1 73

4

8

2

9

5

10

6

Given a set of vertices on plane(1. . . 10) a Voronoi diagram parti-tions plane into cells containing allpoints closest to each vertex

Dirichlet ’1850, Voronoi ’1908

A vertex’s nearest other vertex is al-ways in an adjacent cell.

E.g. GNN of point 7 will be found among 1,4,2,8,3 (it turns out to be 3)

Construction of Voronoi diagram for N points: N lnN time Fortune ’88

Update of 1 point in Voronoi diagram: lnN timeDevillers ’99 [+ related work by other authors]

Convenient C++ package available: CGAL http://www.cgal.org

Assemble with other comp. science methods: FastJetCacciari & GPS, hep-ph/0512210

http://www.lpthe.jussieu.fr/~salam/fastjet/

Page 51: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 21)

2. Safe, practical jet-finding

1. Sequential recombinationFinding Geom Nearest Neighbours

1

2

3

4

56

7 8

9

10

1 73

4

8

2

9

5

10

6

Given a set of vertices on plane(1. . . 10) a Voronoi diagram parti-tions plane into cells containing allpoints closest to each vertex

Dirichlet ’1850, Voronoi ’1908

A vertex’s nearest other vertex is al-ways in an adjacent cell.

E.g. GNN of point 7 will be found among 1,4,2,8,3 (it turns out to be 3)

Construction of Voronoi diagram for N points: N lnN time Fortune ’88

Update of 1 point in Voronoi diagram: lnN timeDevillers ’99 [+ related work by other authors]

Convenient C++ package available: CGAL http://www.cgal.org

Assemble with other comp. science methods: FastJetCacciari & GPS, hep-ph/0512210

http://www.lpthe.jussieu.fr/~salam/fastjet/

Page 52: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 21)

2. Safe, practical jet-finding

1. Sequential recombinationFinding Geom Nearest Neighbours

1

2

3

4

56

7 8

9

10

1 73

4

8

2

9

5

10

6

Given a set of vertices on plane(1. . . 10) a Voronoi diagram parti-tions plane into cells containing allpoints closest to each vertex

Dirichlet ’1850, Voronoi ’1908

A vertex’s nearest other vertex is al-ways in an adjacent cell.

E.g. GNN of point 7 will be found among 1,4,2,8,3 (it turns out to be 3)

Construction of Voronoi diagram for N points: N lnN time Fortune ’88

Update of 1 point in Voronoi diagram: lnN timeDevillers ’99 [+ related work by other authors]

Convenient C++ package available: CGAL http://www.cgal.org

Assemble with other comp. science methods: FastJetCacciari & GPS, hep-ph/0512210

http://www.lpthe.jussieu.fr/~salam/fastjet/

Page 53: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 22)

2. Safe, practical jet-finding

1. Sequential recombinationFastJet performance

10-5

10-4

10-3

10-2

10-1

100

101

102 103 104 105

t (s)

N

KtJet FastJet

OJF

MidPoint

JetClu

(almost IR unsafe)

TevatronLHC (single LHC (c. 20 LHCinteraction) interactions) Heavy Ion

NB: for N < 104, FastJet switches to a related geometrical N2 alg.

Conclusion: speed issues for kt resolved

Page 54: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 23)

2. Safe, practical jet-finding

2. Cone algorithmsJet Folklore

Jet discussions: often polarised, driven by unquantified statements

◮ Rigorous approach is to quantify similarities & differencesDasgupta, Magnea & GPS ’07; Cacciari, GPS & Soyez ’08

◮ Bottom line: grains of truth in the qualitative statementsSo want good cone algorithms too [NB: two varieties, IC-SM & IC-PR]

Page 55: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 24)

2. Safe, practical jet-finding

2. Cone algorithmskt v. Cone (ICPR) jets

Page 56: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 57: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 58: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 59: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 60: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 61: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 62: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 63: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 64: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 65: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 66: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 67: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Page 68: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 25)

2. Safe, practical jet-finding

2. Cone algorithmsIterative Cone [with progressive removal]

Procedure:

◮ Find one stable cone By iterating from hardest seed particle◮ Call it a jet; remove its particles from the event; repeat

Iterative Cone with Progressive Removal(IC-PR)e.g. CMS it. cone, [Pythia Cone, GetJet], . . .

◮ NB: not same type of algorithm as AtlasCone, MidPoint, SISCone

Page 69: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 70: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 71: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 72: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 73: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 74: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 75: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 76: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 77: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 78: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 79: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 80: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 81: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 82: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 83: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 84: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 85: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 2

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

Page 86: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 2

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

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Jets, our window on partons (p. 26)

2. Safe, practical jet-finding

2. Cone algorithmsICPR iteration issue

jet 2

jet 1

100

200

300

400

500

pT (

GeV

/c)

rapidity

10−10

conecone axiscone iteration

Collinear splitting can modify the hard jets: ICPR algorithms arecollinear unsafe =⇒ perturbative calculations give ∞

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Jets, our window on partons (p. 27)

2. Safe, practical jet-finding

2. Cone algorithms

For everything to fit togetherall of Snowmass criterianeeded.

Given need to compromise, theIRC safety usually goes first.

This breaks connection be-tween different parts of QCD.

∼ 90% of Tevatron and LHCwork based on IRC unsafe algs— a pervasive problem.

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Jets, our window on partons (p. 27)

2. Safe, practical jet-finding

2. Cone algorithms

For everything to fit togetherall of Snowmass criterianeeded.

Given need to compromise, theIRC safety usually goes first.

This breaks connection be-tween different parts of QCD.

∼ 90% of Tevatron and LHCwork based on IRC unsafe algs— a pervasive problem.

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Jets, our window on partons (p. 28)

2. Safe, practical jet-finding

2. Cone algorithmsanti-kt

What we want: something that behaves like a cone algorithm (circularjets), but that is IRC safe.

Approach: drop the “cone” in definition, but design an algorithm that stillacts like a cone: anti-kt

1. Find smallest of dij , diB : dij = min(k−2ti , k−2

tj )∆R2ij/R

2 , diB = k−2ti

2. if ij , recombine them; if iB , call i a jet, and remove from list of particles

3. repeat from step 1 until no particles left.Cacciari, GPS & Soyez ’08

Looks like kt but momentum in denominator causes dij to involve largest kt

→ jets grows outward from hard “seeds”.

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Jets, our window on partons (p. 29)

2. Safe, practical jet-finding

2. Cone algorithmsanti-kt v. Cone (ICPR) jets

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Jets, our window on partons (p. 30)

2. Safe, practical jet-finding

3. A full set of algorithmsA full set of algs

Complementary set of IR/Collinear safe jet algs −→ flexbility in studyingcomplex events.

Consider families of jet algs: e.g. sequential recombination with

dij = min(k2pti , k2p

tj )∆R2ij/R

2

Alg. name Comp. Geometry problem timep = 1 kt Dynamic Nearest Neighbour

CDOSTW ’91-93; ES ’93 CGAL (Devillers et al) N ln N exp.p = 0 Cambridge/Aachen Dynamic Closest Pair

Dok, Leder, Moretti, Webber ’97 T. Chan ’02 N ln NWengler, Wobisch ’98

p = −1 anti-kt (cone-like) Dynamic Nearest Neighbour

Cacciari, GPS, Soyez, in prep. CGAL (worst case) N3/2

cone SISCone All circular enclosuresGPS Soyez ’07 + Tevatron run II ’00 previously unconsidered N2 ln N exp.

All accessible in FastJet

FastJet in software of all (4) LHC collaborations

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Jets, our window on partons (p. 31)

3. Example: Higgs search

3. An example: boosted Higgs

search

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Jets, our window on partons (p. 32)

3. Example: Higgs search EW bosons at @ high pt

Illustrate LHC challenges with a recently widely discussed class of problems:

Can you identify hadronically decaying EW bosons when they’reproduced at high pt?

singlejet

z

(1−z)

boosted XR &

m

pt

1√

z(1− z)

Significant discussion over years: heavy new things decay to EW states

◮ Seymour ’94 [Higgs →WW → νℓjets]

◮ Butterworth, Cox & Forshaw ’02 [WW →WW → νℓjets ]

◮ Butterworth, Ellis & Raklev ’07 [SUSY decay chains →W , H ]

◮ Skiba & Tucker-Smith ’07 [vector quarks]

◮ Contino & Servant ’08 [top partners]

◮ · · ·

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Jets, our window on partons (p. 32)

3. Example: Higgs search EW bosons at @ high pt

Illustrate LHC challenges with a recently widely discussed class of problems:

Can you identify hadronically decaying EW bosons when they’reproduced at high pt?

singlejet

z

(1−z)

boosted XR &

m

pt

1√

z(1− z)

Significant discussion over years: heavy new things decay to EW states

◮ Seymour ’94 [Higgs →WW → νℓjets]

◮ Butterworth, Cox & Forshaw ’02 [WW →WW → νℓjets ]

◮ Butterworth, Ellis & Raklev ’07 [SUSY decay chains →W , H ]

◮ Skiba & Tucker-Smith ’07 [vector quarks]

◮ Contino & Servant ’08 [top partners]

◮ · · ·

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Jets, our window on partons (p. 32)

3. Example: Higgs search EW bosons at @ high pt

Illustrate LHC challenges with a recently widely discussed class of problems:

Can you identify hadronically decaying EW bosons when they’reproduced at high pt?

singlejet

z

(1−z)

boosted XR &

m

pt

1√

z(1− z)

Significant discussion over years: heavy new things decay to EW states

◮ Seymour ’94 [Higgs →WW → νℓjets]

◮ Butterworth, Cox & Forshaw ’02 [WW →WW → νℓjets ]

◮ Butterworth, Ellis & Raklev ’07 [SUSY decay chains →W , H ]

◮ Skiba & Tucker-Smith ’07 [vector quarks]

◮ Contino & Servant ’08 [top partners]

◮ · · ·

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Jets, our window on partons (p. 33)

3. Example: Higgs search Boosted bosons: how to?

Most obvious method: look at the jet mass, but

◮ QCD jets can be massive too → large backgrounds

◮ Non-pert mass resoln ∼ δM ∼ R4ΛUEpt

MDasgupta, Magnea & GPS ’07

Natural idea: use hierarchical structure of kt alg to resolve structureSeymour ’93; Butterworth, Cox & Forshaw ’02 [Ysplitter]

◮ You can cut on dij (rel. ⊥ mom.2), correl. with mass helps reject bkgds

◮ But not ideal: kt intrinsic mass resolution often poor

What you really want:

◮ Stay with hierarchical-type alg: study two subjets

◮ Dynamically choose R based on pt & M → best mass resolution

→ Cambridge/Aachen algorithmRepeatedly cluster pair of objects closest in angle until all separated by ≥ R

[Can then undo clustering & look at jet on a range of angular scales]

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Jets, our window on partons (p. 33)

3. Example: Higgs search Boosted bosons: how to?

Most obvious method: look at the jet mass, but

◮ QCD jets can be massive too → large backgrounds

◮ Non-pert mass resoln ∼ δM ∼ R4ΛUEpt

MDasgupta, Magnea & GPS ’07

Natural idea: use hierarchical structure of kt alg to resolve structureSeymour ’93; Butterworth, Cox & Forshaw ’02 [Ysplitter]

◮ You can cut on dij (rel. ⊥ mom.2), correl. with mass helps reject bkgds

◮ But not ideal: kt intrinsic mass resolution often poor

What you really want:

◮ Stay with hierarchical-type alg: study two subjets

◮ Dynamically choose R based on pt & M → best mass resolution

→ Cambridge/Aachen algorithmRepeatedly cluster pair of objects closest in angle until all separated by ≥ R

[Can then undo clustering & look at jet on a range of angular scales]

Page 99: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 33)

3. Example: Higgs search Boosted bosons: how to?

Most obvious method: look at the jet mass, but

◮ QCD jets can be massive too → large backgrounds

◮ Non-pert mass resoln ∼ δM ∼ R4ΛUEpt

MDasgupta, Magnea & GPS ’07

Natural idea: use hierarchical structure of kt alg to resolve structureSeymour ’93; Butterworth, Cox & Forshaw ’02 [Ysplitter]

◮ You can cut on dij (rel. ⊥ mom.2), correl. with mass helps reject bkgds

◮ But not ideal: kt intrinsic mass resolution often poor

What you really want:

◮ Stay with hierarchical-type alg: study two subjets

◮ Dynamically choose R based on pt & M → best mass resolution

→ Cambridge/Aachen algorithmRepeatedly cluster pair of objects closest in angle until all separated by ≥ R

[Can then undo clustering & look at jet on a range of angular scales]

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Jets, our window on partons (p. 34)

3. Example: Higgs search E.g.: WH/ZH search channel @ LHC

◮ Signal is W → ℓν, H → bb. Studied e.g. in ATLAS TDR◮ Backgrounds include Wbb, tt → ℓνbbjj , . . .

Difficulties, e.g.

◮ gg → tt has ℓνbb with same intrinsicmass scale, but much higher partonicluminosity

◮ Need exquisite control of bkgd shape

Try a long shot?

◮ Go to high pt (ptH , ptV > 200 GeV)◮ Lose 95% of signal, but more efficient?◮ Maybe kill tt & gain clarity?

e,µ

b

νb

H

W

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Jets, our window on partons (p. 34)

3. Example: Higgs search E.g.: WH/ZH search channel @ LHC

◮ Signal is W → ℓν, H → bb. Studied e.g. in ATLAS TDR◮ Backgrounds include Wbb, tt → ℓνbbjj , . . .

pp → WH → ℓνbb + bkgds

ATLAS TDR

Difficulties, e.g.

◮ gg → tt has ℓνbb with same intrinsicmass scale, but much higher partonicluminosity

◮ Need exquisite control of bkgd shape

Try a long shot?

◮ Go to high pt (ptH , ptV > 200 GeV)◮ Lose 95% of signal, but more efficient?◮ Maybe kill tt & gain clarity?

e,µ

b

νb

H

W

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Jets, our window on partons (p. 34)

3. Example: Higgs search E.g.: WH/ZH search channel @ LHC

◮ Signal is W → ℓν, H → bb. Studied e.g. in ATLAS TDR◮ Backgrounds include Wbb, tt → ℓνbbjj , . . .

pp → WH → ℓνbb + bkgds

ATLAS TDR

Difficulties, e.g.

◮ gg → tt has ℓνbb with same intrinsicmass scale, but much higher partonicluminosity

◮ Need exquisite control of bkgd shape

Try a long shot?

◮ Go to high pt (ptH , ptV > 200 GeV)◮ Lose 95% of signal, but more efficient?◮ Maybe kill tt & gain clarity?

W

H

bb

e,µ ν

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Jets, our window on partons (p. 35)

3. Example: Higgs search Searching for high-pt HW/HZ?

High-pt light Higgs decays to bb inside a single jet. Can this be seen?Butterworth, Davison, Rubin & GPS ’08

b

g

b

R

H

W/Z

ν

p p

e/ µ /

Cluster with Cambridge/Aachen

1. Find a high-pt massive jet J

2. Undo last stage of clustering (≡ reduce R)

3. If msubjets . 0.67mJ & subjet pt ’s not asym.& each b-tagged → Higgs candidate

4. Else, repeat from 2 with heavier subjet

Then on the Higgs-candidate: filter away UE/pileup by reducing R → Rfilt , take

three hardest subjets (keep LO gluon radn) + require b-tags on two hardest.

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Jets, our window on partons (p. 35)

3. Example: Higgs search Searching for high-pt HW/HZ?

High-pt light Higgs decays to bb inside a single jet. Can this be seen?Butterworth, Davison, Rubin & GPS ’08

Rbb

Rbb

mass drop

b

g

b

R

H

W/Z

ν

p p

e/ µ /

Cluster with Cambridge/Aachen

1. Find a high-pt massive jet J

2. Undo last stage of clustering (≡ reduce R)

3. If msubjets . 0.67mJ & subjet pt ’s not asym.& each b-tagged → Higgs candidate

4. Else, repeat from 2 with heavier subjet

Then on the Higgs-candidate: filter away UE/pileup by reducing R → Rfilt , take

three hardest subjets (keep LO gluon radn) + require b-tags on two hardest.

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Jets, our window on partons (p. 35)

3. Example: Higgs search Searching for high-pt HW/HZ?

High-pt light Higgs decays to bb inside a single jet. Can this be seen?Butterworth, Davison, Rubin & GPS ’08

Rfilt

filter

Rbb

Rbb

mass drop

b

g

b

R

H

W/Z

ν

p p

e/ µ /

Cluster with Cambridge/Aachen

1. Find a high-pt massive jet J

2. Undo last stage of clustering (≡ reduce R)

3. If msubjets . 0.67mJ & subjet pt ’s not asym.& each b-tagged → Higgs candidate

4. Else, repeat from 2 with heavier subjet

Then on the Higgs-candidate: filter away UE/pileup by reducing R → Rfilt , take

three hardest subjets (keep LO gluon radn) + require b-tags on two hardest.

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3. Example: Higgs search pp → ZH → ννbb, @14TeV, mH =115GeV

SIGNAL

Zbb BACKGROUND

arbitrary norm.

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Jets, our window on partons (p. 36)

3. Example: Higgs search pp → ZH → ννbb, @14TeV, mH =115GeV

SIGNAL

Zbb BACKGROUND

arbitrary norm.

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Jets, our window on partons (p. 36)

3. Example: Higgs search pp → ZH → ννbb, @14TeV, mH =115GeV

SIGNAL

0

0.05

0.1

0.15

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

Zbb BACKGROUND

0

0.002

0.004

0.006

0.008

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

arbitrary norm.

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Jets, our window on partons (p. 36)

3. Example: Higgs search pp → ZH → ννbb, @14TeV, mH =115GeV

SIGNAL

0

0.05

0.1

0.15

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

Zbb BACKGROUND

0

0.002

0.004

0.006

0.008

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

arbitrary norm.

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Jets, our window on partons (p. 36)

3. Example: Higgs search pp → ZH → ννbb, @14TeV, mH =115GeV

SIGNAL

0

0.05

0.1

0.15

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

Zbb BACKGROUND

0

0.002

0.004

0.006

0.008

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

arbitrary norm.

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Jets, our window on partons (p. 36)

3. Example: Higgs search pp → ZH → ννbb, @14TeV, mH =115GeV

SIGNAL

0

0.05

0.1

0.15

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

Zbb BACKGROUND

0

0.002

0.004

0.006

0.008

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

arbitrary norm.

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Jets, our window on partons (p. 36)

3. Example: Higgs search pp → ZH → ννbb, @14TeV, mH =115GeV

SIGNAL

0

0.05

0.1

0.15

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

Zbb BACKGROUND

0

0.002

0.004

0.006

0.008

80 100 120 140 160mH [GeV]

200 < ptZ < 250 GeV

arbitrary norm.

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Jets, our window on partons (p. 37)

3. Example: Higgs search Compare with “standard” algorithms

Check mass spectra in HZ channel, H → bb, Z → ℓ+ℓ−

0

0.01

0.02

0.03

0.04

0.05

0.06

0.07

0.08

0.09

80 90 100 110 120 130 140 150

1/N

dN

/dm

m [GeV]

300 < ptZ/GeV < 350

pp→HZ, H→b-jets

100% b-tagged

(a) C/A MD-F, R=1.2kt, R=1.0

anti-kt, R=1.0

SISCone, R=0.8

0

0.0005

0.001

0.0015

0.002

0.0025

0.003

80 90 100 110 120 130 140 150

1/N

dN

/dm

m [GeV]

300 < ptZ/GeV < 350

pp→Zj(b in event)

b-tagged

(b) C/A MD-F, R=1.2kt, R=1.0

anti-kt, R=1.0

SISCone, R=0.8

0

0.002

0.004

0.006

0.008

0.01

0.012

0.014

80 90 100 110 120 130 140 150

1/N

dN

/dm

m [GeV]

300 < ptZ/GeV < 350

pp→Zj

no b-tagging

(c) C/A MD-F, R=1.2kt, R=1.0

anti-kt, R=1.0

SISCone, R=0.8

Cambridge/Aachen (C/A) with mass-drop and filtering (MD/F) works best

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3. Example: Higgs search combine HZ and HW, pt > 200 GeV

Leptonic channel Common cuts

◮ ptV , ptH > 200 GeV

◮ |ηH | < 2.5

◮ [pt,ℓ > 30 GeV, |ηℓ| < 2.5]

◮ No extra ℓ, b’s with |η| < 2.5

◮ Real/fake b-tag rates: 0.7/0.01

◮ S/√

B from 18 GeV window

Leptonic channelZ → µ+µ−, e+e−

◮ 80 < mℓ+ℓ− < 100 GeV

At 5.9σ for 30 fb−1 for mH = 115 GeV this looks like a possible newchannel for light Higgs discovery. Deserves serious exp. study!

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Jets, our window on partons (p. 38)

3. Example: Higgs search combine HZ and HW, pt > 200 GeV

Missing ET channel Common cuts

◮ ptV , ptH > 200 GeV

◮ |ηH | < 2.5

◮ [pt,ℓ > 30 GeV, |ηℓ| < 2.5]

◮ No extra ℓ, b’s with |η| < 2.5

◮ Real/fake b-tag rates: 0.7/0.01

◮ S/√

B from 18 GeV window

Missing-Et channelZ → νν, W → ν[ℓ]

◮ /ET > 200 GeV

At 5.9σ for 30 fb−1 for mH = 115 GeV this looks like a possible newchannel for light Higgs discovery. Deserves serious exp. study!

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Jets, our window on partons (p. 38)

3. Example: Higgs search combine HZ and HW, pt > 200 GeV

Semi-leptonic channel Common cuts

◮ ptV , ptH > 200 GeV

◮ |ηH | < 2.5

◮ [pt,ℓ > 30 GeV, |ηℓ| < 2.5]

◮ No extra ℓ, b’s with |η| < 2.5

◮ Real/fake b-tag rates: 0.7/0.01

◮ S/√

B from 18 GeV window

Semi-leptonic channelW → νℓ

◮ /ET > 30 GeV (& consistent W .)

◮ no extra jets |η| < 3, pt > 30

At 5.9σ for 30 fb−1 for mH = 115 GeV this looks like a possible newchannel for light Higgs discovery. Deserves serious exp. study!

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Jets, our window on partons (p. 38)

3. Example: Higgs search combine HZ and HW, pt > 200 GeV

3 channels combined Common cuts

◮ ptV , ptH > 200 GeV

◮ |ηH | < 2.5

◮ [pt,ℓ > 30 GeV, |ηℓ| < 2.5]

◮ No extra ℓ, b’s with |η| < 2.5

◮ Real/fake b-tag rates: 0.7/0.01

◮ S/√

B from 18 GeV window

3 channels combined

At 5.9σ for 30 fb−1 for mH = 115 GeV this looks like a possible newchannel for light Higgs discovery. Deserves serious exp. study!

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Jets, our window on partons (p. 38)

3. Example: Higgs search combine HZ and HW, pt > 200 GeV

3 channels combined

At 5.9σ for 30 fb−1 for mH = 115 GeV this looks like a possible newchannel for light Higgs discovery. Deserves serious exp. study!

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4. Conclusions

Closing

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Jets, our window on partons (p. 40)

4. Conclusions Conclusions / Outlook

◮ Jets are the closest we can get to seeing and giving meaning to partons

◮ Play a pivotal role in experimental analyses, comparisons to QCDcalculations

◮ Significant progress in past 2 years towards making them consistent(IR/Collinear safe) and practical Link with computational geometry

All tools are made public:

http://www.lpthe.jussieu.fr/~salam/fastjet/

◮ The physics of how jets behave in a hadron-collider environment is a richsubject — much to be understood, and potential for significant impact inhow jets are used at LHC E.g. Boosted higgs search

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4. Conclusions

EXTRA SLIDES

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Jets, our window on partons (p. 42)

4. Conclusions IRC safety & real-life

Real life does not have infinities, but pert. infinity leaves a real-life trace

α2s + α3

s + α4s ×∞→ α2

s + α3s + α4

s × ln pt/Λ→ α2s + α3

s + α3s

︸ ︷︷ ︸

BOTH WASTED

Among consequences of IR unsafety:

Last meaningful orderJetClu, ATLAS MidPoint CMS it. cone Known at

cone [IC-SM] [ICmp -SM] [IC-PR]

Inclusive jets LO NLO NLO NLO (→ NNLO)W /Z + 1 jet LO NLO NLO NLO3 jets none LO LO NLO [nlojet++]W /Z + 2 jets none LO LO NLO [MCFM]mjet in 2j + X none none none LO

NB: $30− 50M investment in NLO

Multi-jet contexts much more sensitive: ubiquitous at LHCAnd LHC will rely on QCD for background double-checks

extraction of cross sections, extraction of parameters

Page 123: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 42)

4. Conclusions IRC safety & real-life

Real life does not have infinities, but pert. infinity leaves a real-life trace

α2s + α3

s + α4s ×∞→ α2

s + α3s + α4

s × ln pt/Λ→ α2s + α3

s + α3s

︸ ︷︷ ︸

BOTH WASTED

Among consequences of IR unsafety:

Last meaningful orderJetClu, ATLAS MidPoint CMS it. cone Known at

cone [IC-SM] [ICmp -SM] [IC-PR]

Inclusive jets LO NLO NLO NLO (→ NNLO)W /Z + 1 jet LO NLO NLO NLO3 jets none LO LO NLO [nlojet++]W /Z + 2 jets none LO LO NLO [MCFM]mjet in 2j + X none none none LO

NB: $30− 50M investment in NLO

Multi-jet contexts much more sensitive: ubiquitous at LHCAnd LHC will rely on QCD for background double-checks

extraction of cross sections, extraction of parameters

Page 124: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 42)

4. Conclusions IRC safety & real-life

Real life does not have infinities, but pert. infinity leaves a real-life trace

α2s + α3

s + α4s ×∞→ α2

s + α3s + α4

s × ln pt/Λ→ α2s + α3

s + α3s

︸ ︷︷ ︸

BOTH WASTED

Among consequences of IR unsafety:

Last meaningful orderJetClu, ATLAS MidPoint CMS it. cone Known at

cone [IC-SM] [ICmp -SM] [IC-PR]

Inclusive jets LO NLO NLO NLO (→ NNLO)W /Z + 1 jet LO NLO NLO NLO3 jets none LO LO NLO [nlojet++]W /Z + 2 jets none LO LO NLO [MCFM]mjet in 2j + X none none none LO

NB: $30− 50M investment in NLO

Multi-jet contexts much more sensitive: ubiquitous at LHCAnd LHC will rely on QCD for background double-checks

extraction of cross sections, extraction of parameters

Page 125: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 43)

4. Conclusions Impact of b-tagging, Higgs mass

b Mistag Probability0.02 0.04 0.06 0.08 0.1

Sig

nific

ance

2

3

4

5

6

7200GeV R = 1.2 Eff = 70%

300GeV R = 0.7 Eff = 70%

200GeV R = 1.2 Eff = 60%

300GeV R = 0.7 Eff = 60%

(a)

Higgs Mass (GeV)114 116 118 120 122 124 126 128 130

Sig

nific

ance

2

3

4

5

6

7200GeV R = 1.2 Eff = 70% (1%)

300GeV R = 0.7 Eff = 70% (1%)

200GeV R = 1.2 Eff = 60% (2%)

300GeV R = 0.7 Eff = 60% (2%)

(b)

Most scenarios above 3σ; still much work to be done, notably onverification of experimental resolution.

Regardless of final outcome, illustrates value of choosing appropriate“jet-methods,” and of potential for progress with new ideas.

Page 126: Jets, our window on partons at the LHC - CERN...Jets, our window on partons (p. 5) 0. LHC LHC is a parton collider Quarks and gluons are inevitable in initial state and ubiquitous

Jets, our window on partons (p. 43)

4. Conclusions Impact of b-tagging, Higgs mass

b Mistag Probability0.02 0.04 0.06 0.08 0.1

Sig

nific

ance

2

3

4

5

6

7200GeV R = 1.2 Eff = 70%

300GeV R = 0.7 Eff = 70%

200GeV R = 1.2 Eff = 60%

300GeV R = 0.7 Eff = 60%

(a)

Higgs Mass (GeV)114 116 118 120 122 124 126 128 130

Sig

nific

ance

2

3

4

5

6

7200GeV R = 1.2 Eff = 70% (1%)

300GeV R = 0.7 Eff = 70% (1%)

200GeV R = 1.2 Eff = 60% (2%)

300GeV R = 0.7 Eff = 60% (2%)

(b)

Most scenarios above 3σ; still much work to be done, notably onverification of experimental resolution.

Regardless of final outcome, illustrates value of choosing appropriate“jet-methods,” and of potential for progress with new ideas.