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Effects of Jet Matching in BSM Signals Johan Alwall, SLAC IPMU Seminar, Tokyo, Japan, 14 Oct 2008 With Simon de Visscher and Fabio Maltoni (Université de Louvain) arXiv:0810.xxxx (very soon!)

Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

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Page 1: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Effects of Jet Matchingin BSM Signals

Johan Alwall, SLAC

IPMU Seminar, Tokyo, Japan, 14 Oct 2008

With Simon de Visscher and Fabio Maltoni

(Université de Louvain)

arXiv:0810.xxxx (very soon!)

Page 2: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Introduction – The Big Picture

Page 3: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,
Page 4: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,
Page 5: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,
Page 6: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

How to describe QCD emissions

● Matrix Element Generators

● Parton Showers

Page 7: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Matrix Element Generators

● Use full Matrix Element information● Different methods in different generators‒ MadGraph, Grace, Sherpa: Feynman diags + Helicity ampls‒ AlpGen, Helac: Recursion relations‒ Whizard: 1POW/DAG optimization

2

Diagrams for by MadGraph

Page 8: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Parton Showers

● Based on soft­collinear approximation● Markov process to perform subsequent QCD 

emissions (due to factorization)● Strict ordering of emissions in ordering variable

– Q2 (Pythia < 6.3), pT (Pythia > 6.3, Ariadne)

– θE (Herwig)

Page 9: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Jet matching/merging

Complementary approximations Need to combine without double counting

Page 10: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Matching schemes

CKKW scheme (Catani, Krauss, Kuhn, Webber)Lönnblad schemeMLM scheme

Page 11: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

MLM matching

Keep Discard unless highest multiplicity

Page 12: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Impact of matching on Z+jets

Matching vital to get multijet backgrounds right!

Page 13: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Matching in MG/ME+Pythia

● kT and cone jet MLM schemes

● New “shower kT” scheme

● Both Q2 and pT­ordered Pythia showers

● Extensively validated in V+jets [arXiv:0706.2569], VV+jets, t pair+jets, H+jets and inclusive jets

● Only generator that allows matching in BSM processes (e.g. gluino/squark production)

[MG/ME = MadGraph/MadEvent, an automatized Matrix Element

generator and event generator, see arXiv:0706.2334]

Page 14: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Smoothness of matching

Diff. jet rates by MadEvent+Pythia in W+jets prod. at the Tevatron

kTmin=30 GeV

kTmin=10 GeV

Page 15: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Comparison with Tevatron Datap

T(W) at the Tevatron

“Old” Pythia showers

“New” Pythia showers

Tail given by ME, head by pure showers

Page 16: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Matching in gluino/squark production

● We know that matching is vital for jet production in SM backgrounds

● But is it relevant for heavy QCD particle production?– Very hard jets from decays– Parton showers more accurate for larger masses

● Turns out there are many cases where matching has a large impact!

● Most important at hadron colliders: ISR matching

Page 17: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Double counting

● Special difficulty in SUSY matching – double counting between squark and gluino production

Page 18: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Double counting

● Special difficulty in SUSY matching – double counting between squark and gluino production

~     ~

Double countedwith on­shellgluino prod withg → dR+q

Page 19: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Double counting

● Solved by keeping track of on­shell resonances in the production event files

– Allows to remove double­counted events after production

● Double­check – perform generation without resonant diagrams (gauge­inv. only in NWA!)– Excellent agreement

Page 20: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Shower parameter dependence

● Shower “tweakable”– Strength for fitting data (after­the­fact)– Weakness for predictivity

● Most important parameters used here:

– Type of shower (Q2 or pT­ordered)

– Shower starting scale● Factorization scale ­ “wimpy”● Total energy of collider ­ “power”

● Matching quite insensitive to shower parameters

Page 21: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Shower parameter dependence

ISR jets for different Pythia shower params

600 GeV gluino pair production at the LHC

Page 22: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Shower parameter dependence

ISR jets after matching with MG/ME

600 GeV gluino pair production at the LHC

Page 23: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Shower parameter dependence

ISR jets after matching with MG/ME

This predictivity now allows us to make proper investigations of dependence on different factors

Page 24: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Dependence on the initial state: gg, qq, qq

No single shower tune for all initial states!

gg 

qq 

gg+qq – 

All ISR jets  1st ISR jet 2nd ISR jet

Page 25: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Dependence on the produced particle mass

Can ISR help determine overall mass scale?All ISR jets  1st ISR jet 2nd ISR jet

300 GeV

600 GeV

1200 GeV

Page 26: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Impact of matching with decay

Matching obviously important for radiated jets, but what about including decay jets from the squarks/gluinos?

Still important in many scenarios!

Example: Small mass splitting between gluino and squark – gives gluino decay with 2 hard + 2 soft jets

Page 27: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Impact of matching with decay600 GeV gluino pair production

Mg­Mq=50 GeV 

squarks heavy – 3­body ~g decay

HT(2) HT(3) HT(4)

Page 28: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Risk for misinterpretation

Scenario: sqsq production only (gluinos heavy)

Matched production (data)

Unmatched production (simulation, Pythia default)

Looks like we're missing gluino component!

HT(2) HT(3) HT(4)

Page 29: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Risk for misinterpretation

Scenario: ~q~q production only (gluinos heavy)

~q~g production, Mg = 700 GeV

Unmatched ~q~q + 25%~q~g (fits “data”)

Easy misinterpretation: ~q~g component!

HT(2) HT(3) HT(4)

Page 30: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Light gluinos at the Tevatron

● Searches at the Tevatron have always been done in the mSUGRA framework

● mSUGRA (and mGMSB) “special” scenarios:fixed mass ratio mg:mW:mB ~ 6:2:1

● Not representative for general MSSM (or other BSM models!)

● Study of projected exclusion region at Tevatron with free ratio mg:mB (arXiv:0803.0019)

JA, Le, Lisanti, Wacker [arXiv:0803.0019, arXiv:0809.3264]

Page 31: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Special difficulty when decay products are soft (nearly degenerate masses):

● No (small) missing transverse energy in decay

● Need recoil agains jets to get ET signature

JA, Le, Lisanti, Wacker [arXiv:0803.0019, arXiv:0809.3264]

Light gluinos at the Tevatron

Page 32: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Matched Unmatched

Light gluinos at the Tevatron

Tevatron, after 2-jet and missing ET cuts

Mg=150 GeV

MB=40 GeV

Mg=150 GeV

MB=130 GeV

Page 33: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Impact on collective exp. searches

“SPS1a” SUSY production at the LHC ­ unmatched

Page 34: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

“SPS1a” SUSY production at the LHC ­ matched

Impact on collective exp. searches

Page 35: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Conclusions

● The LHC is a hadronic collider – busy and complicated QCD environment

● Any search for new physics must take QCD radiation effects into account– Extra jet production from ISR QCD emissions– Boost of the central production system

● Many scenarios where jet matching between matrix elements and parton showers is crucial to get a good description of the signal as well as SM backgrounds

Page 36: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Backup slides

Page 37: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

CKKW matching

Page 38: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

● For final­state showers: Combination of NLL Sudakov factors and vetoed NLL showers guarantees independenc of dini to NLL order

● For initial­state showers: No proof but works ok● Problem in practice: No NLL shower 

implementation! (Sherpa uses Pythia­like showers)

Boost­invariant kT measure:

Page 39: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

More about matching in MG

Shower kT scheme

● Keep/reject event based on kT of hardest shower emission

(as reported by Pythia)

● Highest multiplicity treatment as in CKKW, use min dparton as cutoff

● No jet clustering

● No need of “fiducial region”, can use kT

match = dcut

ME

● Need similar kT definitions in ME and PS (only “new”, pT-

ordered showers at present)

Page 40: Effects of Jet Matching in BSM Signals - cp3.irmp.ucl.ac.be€¦ · Matrix Element Generators Use full Matrix Element information Different methods in different generators ‒ MadGraph,

Johan Alwall - Effects of Jet Matching in BSM Signals

Comparisons between old and new Pythia showers