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2015:groups:sm:qg [2015/06/04 17:02] jesse.thaler |
2015:groups:sm:qg [2015/06/09 01:34] jesse.thaler [Quark/Gluon Enrichment Studies] |
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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 | + | * Andy Buckley <andy.buckley@cern.ch> |
- | * Jon Butterworth | + | * Jon Butterworth <J.Butterworth@ucl.ac.uk> |
- | * Mario Campanelli | + | * Mario Campanelli <mario.campanelli@cern.ch> |
- | * Marat Freytsis | + | * Marat Freytsis <freytsis@physics.harvard.edu> |
* Peter Loch <loch@physics.arizona.edu> | * Peter Loch <loch@physics.arizona.edu> | ||
- | * Deepak Kar | + | * Philippe Gras <philippe.gras@cern.ch> |
- | * Andrzej Siodmok | + | * Deepak Kar <deepak.kar@cern.ch> |
+ | * Simon Plätzer <simon.plaetzer@desy.de> | ||
+ | * Andrzej Siodmok <Simon Plätzer <simon.plaetzer@desy.de>andrzej@cern.ch> | ||
* Peter Skands <peter.skands@monash.edu> | * Peter Skands <peter.skands@monash.edu> | ||
- | * Dave Soper | + | * Dave Soper <soper@uoregon.edu> |
- | * Gregory Soyez | + | * Gregory Soyez <Gregory.Soyez@cern.ch> |
- | * Frank Tackmann | + | * Frank Tackmann <frank.tackmann@desy.de> |
* Jesse Thaler <jthaler@mit.edu> | * Jesse Thaler <jthaler@mit.edu> | ||
* ... | * ... | ||
Link to GitHub repository: https://github.com/gsoyez/lh2015-qg | Link to GitHub repository: https://github.com/gsoyez/lh2015-qg | ||
+ | ===== Slides from Saturday ===== | ||
+ | |||
+ | * {{:2015:groups:sm:qcdaware.pdf|Andy's upcoming paper on QCDAware jet algorithms}} | ||
+ | |||
+ | * {{|Peter's VBF Slides}} | ||
+ | |||
+ | * {{:2015:groups:sm:jetmass_ft.pdf|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 (pseudo-quarks? uarks? quarky jets?) | ||
+ | |||
+ | ===== Plan of attack for Wednesday Les Houches Presentation ===== | ||
+ | |||
+ | * Write our quark/gluon manifesto/history. | ||
+ | * Catalog quark gluon discriminants and performance measures | ||
+ | * e+e- -> u uubar , gg | ||
+ | * Baseline: Q = 200 GeV, R = 0.6, all Monte Carlo programs optimal | ||
+ | * Quark distribution, gluon distribution, separation, integrated separation | ||
+ | * Pythia variations: noME, nogqq | ||
+ | * Herwig variations: ... | ||
+ | * Sherpa variations: ... | ||
+ | * Vincia variations: noME | ||
+ | * Q = 50, 100, 200, 400, 800 GeV (everything else baseline) | ||
+ | * R = 0.2, 0.4, 0.6, 0.8, 1.0 (everything else baseline) | ||
+ | * delta alphas / alphas = -0.2, -0.1, 0.0, +0.1, +0.2 (everything else baseline) | ||
+ | |||
===== Preliminaries ===== | ===== Preliminaries ===== | ||
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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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* Rivet analysis in place which computes from a HepMC event sample the various generalised angularity distributions. | * 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 ==== | |
- | ===== Next Les Houches Study (for after LH) ===== | + | |
- | + | ||
- | * Above study at hadron colliders, using dijets, W/Z/gamma + j, and maybe t tbar samples | + | |
- | + | ||
- | ===== 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_00_00.pdf|}} | {{:2015:groups:sm:ga_00_00.pdf|}} | ||
{{:2015:groups:sm:ga_20_00.pdf|}} | {{:2015:groups:sm:ga_20_00.pdf|}} | ||
+ | |||
+ | ==== 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 ===== | ===== Notes from Tuesday Meeting ===== | ||
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</code> | </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.) |