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2015:groups:sm:qg [2015/06/04 14:40]
gregory.soyez [Original Notes from Gregory]
2015:groups:sm:qg [2015/06/06 18:52]
jesse.thaler [Slides from Saturday]
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 a.k.a. Hunting the White Whale of Jet Substructure a.k.a. Hunting the White Whale of Jet Substructure
  
 +  * Andy Buckley
   * Jon Butterworth   * Jon Butterworth
-  * Marat Freytsis+  ​* Mario Campanelli 
 +  ​* Marat Freytsis ​<​freytsis@physics.harvard.edu>​
   * Peter Loch <​loch@physics.arizona.edu>​   * Peter Loch <​loch@physics.arizona.edu>​
-  * Deepak Kar +  * Deepak Kar <​deepak.kar@cern.ch>​ 
-  * Andrzej Siodmok +  * Simon Plätzer 
-  * Peter Skands+  * Andrzej Siodmok ​<​andrzej@cern.ch>​ 
 +  * Peter Skands ​<​peter.skands@monash.edu>​
   * Dave Soper   * Dave Soper
   * Gregory Soyez   * Gregory Soyez
 +  * Frank Tackmann
   * Jesse Thaler <​jthaler@mit.edu>​   * Jesse Thaler <​jthaler@mit.edu>​
-  * who did I forget? +  * Philippe Gras <​philippe.gras@cern.ch>​ 
- +  * ...
-  * Remotely: ​ Andy Buckley, Mario Campanelli+
  
 Link to GitHub repository: ​ https://​github.com/​gsoyez/​lh2015-qg Link to GitHub repository: ​ https://​github.com/​gsoyez/​lh2015-qg
 +
 +===== Slides from Saturday =====
 +
 +{{|Peter'​s VBF Slides}}
 +{{|Frank'​s Hadronization Power Correction Slides}}
 +{{:​2015:​groups:​sm:​jthaler_lh_saturday.pdf|Summary of MC Studies}}
 +
 +Quark as an noun vs. quark as an adjective
 ===== Preliminaries ===== ===== Preliminaries =====
  
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   * ATLAS A14 tune already uses jet shapes, and finds that alpha_s has to be tuned downward in Pythia 8.  This, however, has a detrimental effect on LEP measurements,​ so one has to be cautious about this.   * ATLAS A14 tune already uses jet shapes, and finds that alpha_s has to be tuned downward in Pythia 8.  This, however, has a detrimental effect on LEP measurements,​ so one has to be cautious about this.
   * Is there a tuning flat direction?   * Is there a tuning flat direction?
 +
 +
 +==== Hemisphere quark/gluon definitions in e+e- ====
 +
 +  * Consider the case of e+ e- -> q qbar.  Partition event into (thrust) hemisphere, define hemisphere flavor by summing over flavors of hemisphere constituents.
 +  * At LO, we can unambiguously define hemisphere flavors.
 +  * At NLO, we can also unambiguously define flavor via hemisphere, though there is now a small gluon fraction from gluon recoiling against q qbar pair.
 +  * At NNLO, things are more complicated.
 +    * Can have soft gluon splitting into q-qbar in different hemispheres,​ creates IRC safety issue.
 +    * One can use a flavored algorithm (BSZ) to define the flavour of two flavor-kt jets
 +  * Ultimately, want to give an operational definition of flavor based on the Born-level operator contributing to the process.
 +    * Claim: ​ all subtleties are formally power suppressed.
 +    * Use case, VBF, two jets with a third jet veto, q/g well-defined in the exclusive limit.
 +
 +==== Flavored Jet Algorithms ====
 +
 +  * This is a topic worthy of its own Les Houches study.
 +  * For pp collisions, multiple possible uses of flavored jet algorithms.
 +  * One can just run flavor-kT
 +  * Or one can run flavor-kT to define flavor ghosts, and run standard anti-kT.
 +  * Or one can run flavor-kT for deflavoring constituents,​ and then run standard anti-kT.
  
 ===== Ultimate Goal for Les Houches Study ===== ===== Ultimate Goal for Les Houches Study =====
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   * Do we understand FSR modeling by workhorse parton showers?   * Do we understand FSR modeling by workhorse parton showers?
 +  * Start with the clean case of e+e-, move to pp later.
  
 ==== Basic Plan === ==== Basic Plan ===
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   * Question: use ROC curves or mutual information (I(T;A)) to quantify discrimination power?   * Question: use ROC curves or mutual information (I(T;A)) to quantify discrimination power?
     * Answer: doesn'​t really matter, probably I(T;A) is easier to begin with.     * Answer: doesn'​t really matter, probably I(T;A) is easier to begin with.
 +    * Better answer: ​ Use separation (S-B)^2 / (2 (S + B)).
  
 ==== Core Jet Shapes ==== ==== Core Jet Shapes ====
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   * Question: ​ Sum over particles (angularity-style) vs. sum over pairs (ECF-style)   * Question: ​ Sum over particles (angularity-style) vs. sum over pairs (ECF-style)
     * Answer: ​ Sum over particles (angularity-style)     * Answer: ​ Sum over particles (angularity-style)
 +  * Question: ​ Plot linear or log scale?
 +    * Answer: ​ Do both if it makes sense, better for angularities to have log scale.
  
 ==== Supplemental Jet Shapes ==== ==== Supplemental Jet Shapes ====
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   * Generalized angularities with soft-drop jets, varying beta_SD   * Generalized angularities with soft-drop jets, varying beta_SD
   * Do sum over pairs version of angularities (i.e. ECF-style)   * Do sum over pairs version of angularities (i.e. ECF-style)
-===== Next Les Houches Study (for after LH) ===== 
  
-  * Above study at hadron colliders, using dijets, W/Z/gamma + j, and maybe t tbar samples+==== Analysis Workflow ====
  
-===== Preliminary plots for meeting on Thursday ​=====+  * Rivet analysis in place which computes from a HepMC event sample the various generalised angularity distributions. 
 +  * Processes to consider: 
 +    * mu+mu- -> spin1 -> q qbar  take photons 
 +    * mu+mu- -> spin0 -> g g  take Higgs 
 +    * for tests of universality: ​ mu+mu- -> spin0 -> q qbar 
 +  * Energies 
 +    * Q=sqrt{s} = 50, 200, 800 GeV 
 +    * Optionally: ​ Q = 100, 400 GeV 
 +  * Jet definition:​ 
 +    * ee-antikt [genkt, p=-1], WTA_modp recomb scheme 
 +    * R = 0.3, 0.6, 0.9 
 +  * Add thrust from thrust hemispheres for anticipated analytic comparisons 
 +  * Add multiplicity (event-wide) in bins of thrust: 
 +     * T < 5 GeV/​sqrt(S) 
 +     * 5 GeV/sqrt(S) < T < 0.1 
 +     * 0.1 < T < 0.2 
 +     * 0.2 < T 
 + 
 +==== Preliminary plots for meeting on Thursday ====
  
 {{:​2015:​groups:​sm:​ga_10_20.pdf|}} {{:​2015:​groups:​sm:​ga_10_20.pdf|}}
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 {{:​2015:​groups:​sm:​ga_20_00.pdf|}} {{:​2015:​groups:​sm:​ga_20_00.pdf|}}
  
-===== Original ​Notes from Gregory ​=====+==== Questions ==== 
 + 
 +  * Is discrimination power (e.g. for width) coming from the hadronization regime? 
 +    * Possibility: ​ Isolate hadronization regime (thrust ~ LambdaQCD/​Q) and shower regime (thrust ~ 0.1-0.2) and optionally hard jet regime (thrust >~ 0.25). ​ Study scaling of, e.g., multiplicity as a function of Q in each of these regimes. 
 +  * By testing pythia vs. herwig, can we test string vs. cluster hadronization?​ 
 +  * Is there jet radius dependence?​ 
 +  * Does matching help in controlling quark/gluon uncertainties?​ 
 +  * Universality/​process dependence of conclusions?​ 
 +    * Related to whether the discrimination power comes from the core or the periphery of jet. 
 + 
 +===== Next Les Houches Study (for after LH) ===== 
 + 
 +  * Above study at hadron colliders, using dijets, W/Z/gamma + j, and maybe t tbar samples 
 + 
 +===== Analytic Les Houches Study? ===== 
 + 
 +  * Analytic predictions known/​available/​straightforward for: 
 +    * Quark thrust: N^3LL' + N^3L0 
 +    * Gluon thrust: N^2LL' + N^2L0 
 +    * ang (kappa =1):  NLL' 
 +  * Can we do useful quark/gluon study from analytic results? 
 + 
 +===== Notes from Tuesday Meeting ​=====
  
 <​code>​ <​code>​
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 </​code>​ </​code>​
 +
 +===== Notes from Thursday Meeting =====
 +
 +<​code>​
 +
 +
 +Meeting in Les-Houches
 +
 +
 +Presentation of the wiki notes: list of contributors,​ ...
 +
 +Presentation of the status of the software: ​
 +  start w e+e- and do pp later
 +  Rivet analysis in place which computes from a HepMC event sample the various generalised angularity distributions
 +
 +Reminder: what we mean by a q and a g is e+e-\to qq and e+e-\to gg
 +  If we want to do something more refined:
 +    - at LO we can unambiguously sum flavours in hemispheres defined by thrust
 +    - at NLO we can unambiguously sum flavours in hemispheres defined by thrust
 +      we get a quark and a small gluon fraction
 +    - at NNLO things are more complicated. We can use a flavoured
 +      algorithm (BSZ) to define the flavour of each hemisphere
 +    - for pp collisions, we should use a flavoured algorithm to
 +      determine flavour, and then find a way (e.g. using ghosts) to
 +      run anti-kt jets. This would deserve a topic per se (a LH accord)?
 +   
 +    - Question: can we match to the Born and find an operatiroal
 +      definition up t power corrections?​
 +      Use case: VBF, two jets with a third jet veto. q/g well-defined
 +                in the exclusive limit
 +
 +Questions to look into:
 + - is the discrimination power (e.g. for width) coming from the hadronisation regime?
 + - plotting in log binninb?
 + - pythia v. herwig important to test string v. cluster hadronisation
 + - isolate hadronisation regime. Study the scaling in different bins
 +   of one angularity (e.g. thrust). Take a hadronisation region
 +   ​(T\propto LQCD/Q) and a shower region (T~0.1-0.2) plus optionally a
 +   "​hard jet region"​ (T >~ 0.25)
 + - does mathing help?
 + - jet radius dependence (edit analysis and recompile)
 + - analytic predictions?​
 +    for thrust: ee->qq known at N^3LL' + N^3LO
 +                ee->qq known at N^2LL' + N^2LO
 +        ang(bkappa=1):​ NLL'
 + - question of the universality/​process dependence of the conclusions?​
 +   ​Related to whether the power comes from the core or the periphery?
 +
 + - process to consider: ​
 +     ​mu+mu- -> spin1 -> qq  take photons
 +     ​mu+mu- -> spin0 -> gg  take Higgs
 +   for tests of universality
 +     ​mu+mu- -> spin0 -> qq
 +
 + - Energies Q=sqrt = 50, 200, 800 GeV
 +   ​jetdef:​ ee-antikt [genkt, p=-1], WTA_modp recomb scheme
 +   ​radii:​ 0.3, 0.6, 0.9
 +
 + - add thrust from thrust hemispheres for analytic purpose
 +
 + - add multiplicity (event-wide) in bins of thrust:
 +     T < 5 GeV/sqrt(S)
 +     5 GeV/sqrt(S) < T < 0.1
 +     0.1 < T < 0.2
 +     0.2 < T
 +     
 +
 +</​code>​
 +
 +===== Notes for Jesse for Preparing Summary Talk =====
 +
 +  * Quark is more of an adjective than a noun.
 +  * Pseudo-quark? ​ (That language doesn'​t go over very well.)
 +
 +==== What is a Quark Jet? ====
 +
 +(From ill-defined to well-defined)
 +
 +  * A quark parton
 +  * A Born-level quark parton
 +  * The initiating quark parton in a final state shower
 +  * An eikonal line with baryon number 1/3 and carrying triplet color charge
 +  * A quark operator that appears in a hard matrix element in the context of a factorization theorem.
 +  * A parton-level jet object that has been tagged as a quark using a soft-safe flavored jet algorithm (automatically collinear safe if you sum constituent flavors).
 +  * A phase space region (as defined by an unambiguous hadronic fiducial cross section measurement) that yields an enriched sample of quarks (as interpreted by some suitable, though fundamentally ambiguous, criterion).  ​
 +  ​
 +(Sometimes people think we care about the top of the list while we are really focused entirely on the bottom.)
2015/groups/sm/qg.txt · Last modified: 2015/07/14 08:27 by philippe.gras