Non-perturbative effects for QCD jets at hadron colliders

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1 Non-perturbative effects for QCD jets at hadron colliders Lorenzo Magnea Università di Torino INFN, Sezione di Torino Work in collaboration with M. Dasgupta and G. Salam. Milano 03/04/08

2 Outline Jets at colliders The making and usage of jets Jet energy scale studies Analytic study Factorization and resummation Soft gluons in dipoles Jet size dependence MonteCarlo results Modeling power correction Comparing jet algorithms Comparing parton channels and energies Optimizing R Varying jet parameters Looking for the best R Perspective

3 Jets at Tevatron and LHC Jets are ubiquitous at hadron colliders the most common high-p t final state Jets need to be understood in detail top mass, Higgs searches, QCD studies, new particle cascades Jets at LHC will be numerous and complicated t th 8 jets..., underlying event, pileup... Jets are inherently ambiguous in QCD no unique link hard parton jet Jets are theoretically interesting IR/C safety, resummations, hadronization...

4 t t 4 jets + lepton + /E t : a cartoon

5 t t 4 jets + lepton + /E t : real life at CDF

6 From hard partons to jets Hard scattering provides us with high-p t partons initiating the jets. Jet momenta receive several PT and NP corrections. Perturbative radiation + parton showering expensive: m y $ at NNLO... Universal hadronization, induced by soft radiation from hard scattering, as in DIS, e + e Underlying event, colored fragments from proton remnants no perturbative control, large at LHC Pileup, multiple proton scatterings per bunch crossing experimental issue, up to 10 2 GeV per unit rapidity at LHC

7 Jet algorithms Requirements. IR/C safe, for theoretical stability; fast, for implementation; limited hadronization corrections Algorithm structures. Cone. Top-down, intuitive, Sterman-Weinberg inspired. IR/C safety issues SISCone Sequential recombination. Bottom-up, clustering, from e + e. ( ) Metric: d (p) ij min k 2p t,i, y 2 k2p ij + φ2 ij t,j R, d (p) 2 ib k2p t,i, Choices: p = 1: k t, p = 0: Cambridge, p = 1: Anti-k t Recent progress. G. Salam et al.: FastJet, SISCone, Anti-k t, Jet Area, Jet Flavor Also S. Ellis et al.: SpartyJet

8 Nonperturbative effects at TeV colliders Why bother? Do power corrections matter for TeV jets? Λ/Q 10 3 true asymptotics? Precision measurements require precise jet energy scale 1% uncertainty M top 1GeV/c 2 Steeply falling distributions magnify power corrections power corrections necessary to fit Tevatron data Hadronization and underlying event: different physics disentangle computable effects QCD dynamics in full colors. color correlations in hadronization

9 Determining the jet energy scale CDF, hep-ex/ Precision for the jet energy scale E T is important E T /E T = 10 2 σ jet /σ jet 500GeV = 10 1 Determining the jet energy scale is experimentally difficult ( ) p parton T = p jet T C η C MI C ABS C UE + C OOC Experimental issues: C η, C MI, C ABS Calorimeter and detector efficiencies Multiple interactions Theoretical input: C UE, C OOC Underlying event, hadronization, out-of-cone radiation Models, Monte-Carlo, analytic results?

10 Fitting jet distributions at Tevatron M.L. Mangano, hep-ph/ The ratio of single-inclusive jet E T distributions at different S should scale up to logarithms. Cross section ratio should scale up to PDF ad α s effects. Data can be fitted with shift in distribution. Small Λ has impact at high E T. σ(e T ) E n T δσ σ n δe T Several sources of energy flow in and out of jets.

11 Discriminating power corrections Sources of power corrections at hadron colliders Soft radiation from hard antenna hadronization. Accessible with perturbative QCD. Partially localized in phase space. Tools: resummations, dispersive techniques. Background soft radiation underlying event. Not calculable in perturbative QCD. Fills phase space (minijets?). Tools: models, Monte-Carlo. Experimental issues impact on theory. Phase space cuts non-global logarithms. Pileup subtraction jet areas.

12 Factorization and resummation Consider inclusive production of a jet with momentum p µ J in hadron-hadron collisions, near partonic threshold. Partonic threshold: s 4 s + t + u 0 [ log 2n 1 ] (s 4 )/s 4 in the distribution. α n s + Sudakov logs arise from collinear and soft gluons, which factorize, with nontrivial color mixing

13 NLL jet E T distribution G. Sterman, N. Kidonakis, J. Owens... Factorization leads to resummation. For q q collisions d 3 σ E J d 3 = 1 p J s exp [E F + E IN + E OUT ] Tr [HS]. Incoming partons build up a Drell-Yan structure 2X Z 1 E IN = dz zn i 1 ( 1 1 h i=1 0 1 z 2 νq α s (1 z) 2 Q 2 i Z 1 dξ h i + (1 z) 2 ξ Aq α s ξq 2 i ) i. Note: N 1 = N( u/s), N 2 = N( t/s), Q 1 = u/ s, Q 2 = t/ s Outgoing partons near threshold cluster in two jets E OUT = X i=j,r + Z 1 0 ( dz zn 1 1 h B i α s (1 z)p 2 i T + C i hα s (1 z) 2 p 2 i T 1 z Z 1 z dξ (1 z) 2 ξ A i hα s ξp 2 i ) T.

14 Color exchange near threshold Soft gluons change the color structure of the hard scattering. Choose a basis in color configuration space c (1) {r i } = δr 1 r 3 δr 2 r 4, c (2) {r i } = T A T A = 1 δ r 3 r 1 r 2 r 2 r1 r 2 δ r3 r Nc δr 1 r 3 δr 2 r 4 At tree level, for q q collisions» M {ri } = M 1 c (1) {r i } + M 2 c (2) {r i } M 2 = M I M J tr c (I) c (J) Tr [HS] {r i } {r i } 0 Renormalization group resums soft logarithms H α s(p 2 T ) P exp Tr [HS] H AB α s(µ 2 «) S AB pt Nµ, αs(µ2 ) = Z p TN p T dµ µ Γ S α s(µ 2! p 2 T ) S 1, α s N 2!! P exp Z p TN p T dµ µ Γ S α s(µ 2! ) Note: [ Γ q q S ] (1) 11 = 2C F log ( t/s) + iπ...

15 Issues of globalness and jet algorithms Resummations in hadron-hadron collisions require a precise definition of the observable. Precisely defining threshold For dijet distributions: M 12 = (p 1 + p 2 ) 2 differs from M 12 = 2p 1 p 2 at LL level. For single inclusive distributions: fixed and integrated rapidity differ (N i N). Precisely defining the observable Jet algorithm: IR safety a must. Jet momentum: four-momentum recombination p = P i E i sin θ i vs. p = P i E i sin θ eff. Beware of nonglobal logarithms Pick global observable: satisfied by x T distribution. Minimize impact of nonglobal logs: k algorithm for energy flows; joint distributions.

16 Soft gluons in dipoles Y. Dokshitzer, G. Marchesini Given hard antenna, define eikonal soft gluon current. j µ,b X Np ω p µ i (k) = i=1 (k p i ) T b i ; Eikonal cross section is built by dipoles. X Np T b i = 0. i=1 j 2 (k) = 2 X ω 2 (p i p j ) T i T j i>j (k p i )(k p j ) 2 X T i T j w ij (k), i>j By color conservation, up to three hard emitters have no color mixing (unique representation content). 2T 1 T 2 = T T 2 2 = 2C F ; 2T 1 T 2 = T T 2 2 T 2 3, j 2 (k) = T 2 1 W (1) 23 (k) + T 2 2 W (2) 13 (k) + T 2 3 W (3) 12 (k), W (1) 23 = w 12 + w 13 w 23. Note: W (i) jk isolates collinear singularity along i.

17 Soft gluons in dipoles Beyond three emitters different color representations contribute. The eikonal cross section acquires noncommuting dipole combinations j 2 (k) = T 2 1 W (1) 34 (k)+t 2 2 W (2) 34 (k)+t 2 3 W (3) 12 (k)+t 2 4 W (4) 12 (k)+t 2 t A t(k)+t 2 u Au(k). with noncasimir color factors T 2 t = (T 3 + T 1 ) 2 = (T 2 + T 4 ) 2, T 2 u = (T 4 + T 1 ) 2 = (T 2 + T 3 ) 2. The resulting distributions are collinear safe A t = w 12 + w 34 w 13 w 24, A u = w 12 + w 34 w 14 w 23, Angular integrals yield momentum dependence of radiators R dω 4π A t (k) = 2 ln t s ; R dω 4π A u(k) = 2 ln u s. Dipole approach practical for power corrections.

18 Power corrections by dipoles Consider the single inclusive distribution for a jet observable O(y, p t, R), with jet radius R = ( y) 2 + ( φ) 2. Measure the effect of single soft gluon emission on the distribution, as done in e + e and DIS, but dipole by dipole. Define R-dependent power correction Z O ± ij (R) dη dφ Z µf dκ (ij) t δα s κ (ij) k t k t p i p j t ± 2π µc κ (ij) p i k p j k δo± (k t, η, φ). t Compute in-cone and out-of-cone contributions O ij (R) = O + ij (R) + O ij (R) = O+ ij (R) + O all ij (R) O in ij (R). Express leading power R dependence in terms of (universal?) moment of the non-perturbative coupling, A(µ f ) A (µ f ) = 1 π µf 0 dκ δα s (κ )

19 Radius dependence: p T distribution Let O = ξ T 1 2p T / S. In this case In-In dipole «ξ T,12 (R) = 4 A(µ S f ) R J 1 (R) = 4 A(µ S f ) R 2 2 R In-Jet dipoles s Z 2 dφ ξ T,1j (R) = dη S η 2 +φ 2 <R2 2π αs(κ t) dκ 3η t cos φ e 2 κ t κ t (cosh η cos φ) = A(µ f ) S R 5 8 R + 23 «1536 R Jet-Recoil dipole In-Recoil dipoles ξ T,jr (R) = 2 A(µ S f ) 2R R R ξ T,1r (R) = 2 A(µ S f ) 18 R R R6 +...

20 Radius dependence: mass distribution For comparison, let O = ν J MJ 2 /S. Now only gluons recombined with the jet contribute, and one finds nonsingular R dependence. In-In dipole In-Jet dipoles ν J,12 (R) = 1 A(µ S f ) 14 R R8 + O R 12, ν J,1j (R) = 1 A(µ S f ) R R R R7 + O R 9, Jet-Recoil dipole In-Recoil dipoles ν J,jr (R) = 1 A(µ S f ) R R5 + O R 9, ν J,1r (R) = 1 A(µ S f ) 132 R R R8 + O R 10.

21 Combining dipoles Example: leading power shift in p t after dipole recombination for qq qq parton process, at central rapidity. ) p t (R) qq qq = A(µ f ) [ 2R C F + (5 18 R C F 9Nc + O ( R 2)]. Hadronization has a singular R dependence. 1/R has a collinear origin, like the log R behavior of PT. The color structure at 1/R level is abelian, with the hard parton color charge. For gluon jets, C F C A. Possible universality: A(µ f ) is the same as defined for event shapes in e + e and DIS. Universality generically broken by nonlinear effects in jet algorithm, except for Anti-k t. At O(R 2 ) hadronization is overtaken by underlying event, entering with a new scale Λ UE.

22 Power corrections by MonteCarlo The analytical estimate of power corrections provided by resummation is valid near threshold. It can be compared with numerical estimates from QCD-inspired MonteCarlo models of hadronization. Run MC at parton level (p), hadron level without UE (h) and finally with UE (u) Select events with hardest jet in chosen p T range, identify two hardest jets, define for each hadron level ( ) p (h/u) T = 1 2 p (h/u) T,1 + p (h/u) T,2 p (p) T,1 p(p) T,2. p (u h) T = p (u) T p(h) T. Compare results for different jet algorithms, hadronization models, parton channels.

23 Quark scattering at Tevatron: comparing jet algorithms! "p t # [GeV]! "p t # [GeV] k t, Tevatron, qq $ qq -1-2 Pythia tune A -3 Herwig + Jimmy - 2 C F A(µ I ) /R SISCone (f=0.75) R R! "p t # [GeV]! "p t # [GeV] 4 3 Cambridge/Aachen R 4 3 anti-k t R

24 Gluon scattering at Tevatron! "p t # [GeV] Cambridge/Aachen Tevatron, gg $ gg Pythia tune A Herwig + Jimmy - 2 C A A(µ I ) /R R

25 Gluon scattering at LHC! "p t # [GeV] Cambridge/Aachen LHC, gg $ gg Pythia tune A Herwig + Jimmy - 2 C A A(µ I ) /R R

26 Underlying event, scaled! "p t # / (R J 1 (R)) [GeV] Cambridge/Aachen gg $ gg LHC, Pythia tune A LHC, Herwig + Jimmy Tevatron, Pythia tune A Tevatron, Herwig + Jimmy R

27 Jetography The change in p t from the hard parton to the hadronic jet has several sources, each with its own scale and radius, energy and color dependence. Dependence of jet p t on scale colour factor R s PT α s (p t ) p t C i ln R + O(1) H A(µ f ) C i 1/R + O(R) UE Λ UE R 2 + O(R 4 ) s ω Jet algorithm dependence is weak at this level Parameters tunable to optimize specific physics searches Radius dependence usable to disentangle p t sources.

28 Looking for the best R 9!"p t # 2 pert +!"p t #2 h +!"p t #2 UE [GeV2 ] !"p t # 2 h!"p t # 2 pert Tevatron quark jets p t = 50 GeV!"p t # 2 UE R

29 Looking for the best R best R Tevatron, gluon jets Tevatron, quark jets LHC, gluon jets LHC, quark jets p t [GeV]

30 Perspective on hadronization Single inclusive jet distributions have Λ/p T power corrections from hadronization. Hadronization corrections are distinguishable from underlying event effects because of singular R dependence. In a dispersive model the size of leading power corrections can be related to parameters determined in e + e annihilation. Power corrections near partonic threshold are qualitatively compatible with Monte Carlo results. Work in progress. Study rapidity dependence. Investigate role of jet algorithms. Combine with resummation to go beyond shift.

31 Perspective In recent years: great progress in theoretical jets studies Several IR/C safe jet algorithms available; fast implementation Operational definitions of jet area, jet flavor Progress in PT, shower, resummation, hadronization Progress will be necessary for complex LHC environment (multi-jet, large UE, pileup,...) To take advantage of available tools: flexibility Use different (safe) algorithms, vary parameters QCD is now precision physics New frontiers in quantum field theory Useful for new physics studies Necessary for precision studies