Jet Substructure at the Tevatron and LHC: New results, new tools, new benchmarks

Altheimer, A.

doi:10.1088/0954-3899/39/6/063001

Title: Jet Substructure at the Tevatron and LHC: New results, new tools, new benchmarks

Journal Article · Sun Jan 01 00:00:00 EST 2012 · J.Phys.

DOI:https://doi.org/10.1088/0954-3899/39/6/063001· OSTI ID:1481394

Altheimer, A.

In this report we review recent theoretical progress and the latest experimental results in jet substructure from the Tevatron and the LHC. We review the status of and outlook for calculation and simulation tools for studying jet substructure. Following up on the report of the Boost 2010 workshop, we present a new set of benchmark comparisons of substructure techniques, focusing on the set of variables and grooming methods that are collectively known as "top taggers". To facilitate further exploration, we have attempted to collect, harmonise, and publish software implementations of these techniques.

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Research Organization:: Argonne National Laboratory (ANL), Argonne, IL (United States); SLAC National Accelerator Laboratory (SLAC), Menlo Park, CA (United States); Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)

Sponsoring Organization:: USDOE Office of Science (SC), High Energy Physics (HEP)

DOE Contract Number:: AC02-07CH11359

OSTI ID:: 1481394

Report Number(s):: SLAC-R-990; FERMILAB-PUB-12-897-T; arXiv:1201.0008; 1083293

Journal Information:: J.Phys., Vol. G39

Country of Publication:: United States

Language:: English

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Power Corrections to Event Shapes with Mass-Dependent Operators Mateu, Vicent; Stewart, Iain W.; Thaler, Jesse arXiv https://doi.org/10.48550/arxiv.1209.3781	text	January 2012
New Physics in LHC Higgs boson pair production Dolan, Matthew J.; Englert, Christoph; Spannowsky, Michael arXiv https://doi.org/10.48550/arxiv.1210.8166	text	January 2012
Jet Substructure by Accident Cohen, Timothy; Izaguirre, Eder; Lisanti, Mariangela arXiv https://doi.org/10.48550/arxiv.1212.1456	text	January 2012
Energy Correlation Functions for Jet Substructure Larkoski, Andrew J.; Salam, Gavin P.; Thaler, Jesse arXiv https://doi.org/10.48550/arxiv.1305.0007	text	January 2013
Performance of jet substructure techniques for large-R jets in proton-proton collisions at sqrt(s) = 7 TeV using the ATLAS detector Collaboration, Atlas arXiv https://doi.org/10.48550/arxiv.1306.4945	text	January 2013
Resummation with Wilson lines off the light cone Li, Hsiang-nan arXiv https://doi.org/10.48550/arxiv.1308.0413	text	January 2013
Comparing and Counting Logs in Direct and Effective Methods of Resummation Almeida, Leandro G.; Ellis, Stephen D.; Lee, Christopher arXiv https://doi.org/10.48550/arxiv.1401.4460	text	January 2014
Jets from Jets: Re-clustering as a tool for large radius jet reconstruction and grooming at the LHC Nachman, Benjamin; Nef, Pascal; Schwartzman, Ariel arXiv https://doi.org/10.48550/arxiv.1407.2922	text	January 2014
Jet-Images: Computer Vision Inspired Techniques for Jet Tagging Cogan, Josh; Kagan, Michael; Strauss, Emanuel arXiv https://doi.org/10.48550/arxiv.1407.5675	text	January 2014
Double Higgs Production with a Jet Substructure Analysis to Probe Extra Dimensions Etesami, Seyed Mohsen; Najafabadi, Mojtaba Mohammadi arXiv https://doi.org/10.48550/arxiv.1505.01028	text	January 2015
Light Higgs Bosons in NMSSM at the LHC Guchait, Monoranjan; Kumar, Jacky arXiv https://doi.org/10.48550/arxiv.1509.02452	text	January 2015
Jet Substructure Classification in High-Energy Physics with Deep Neural Networks Baldi, Pierre; Bauer, Kevin; Eng, Clara arXiv https://doi.org/10.48550/arxiv.1603.09349	text	January 2016
Factorization for Jet Radius Logarithms in Jet Mass Spectra at the LHC Kolodrubetz, Daniel W.; Pietrulewicz, Piotr; Stewart, Iain W. arXiv https://doi.org/10.48550/arxiv.1605.08038	text	January 2016
Decorrelated Jet Substructure Tagging using Adversarial Neural Networks Shimmin, Chase; Sadowski, Peter; Baldi, Pierre arXiv https://doi.org/10.48550/arxiv.1703.03507	text	January 2017
Exposing the QCD Splitting Function with CMS Open Data Larkoski, Andrew; Marzani, Simone; Thaler, Jesse arXiv https://doi.org/10.48550/arxiv.1704.05066	text	January 2017
Jet Substructure Studies with CMS Open Data Tripathee, Aashish; Xue, Wei; Larkoski, Andrew arXiv https://doi.org/10.48550/arxiv.1704.05842	text	January 2017
Energy flow polynomials: A complete linear basis for jet substructure Komiske, Patrick T.; Metodiev, Eric M.; Thaler, Jesse arXiv https://doi.org/10.48550/arxiv.1712.07124	text	January 2017
Energy Flow Networks: Deep Sets for Particle Jets Komiske, Patrick T.; Metodiev, Eric M.; Thaler, Jesse arXiv https://doi.org/10.48550/arxiv.1810.05165	text	January 2018

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