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

Journal Article · · Journal of Physics. G, Nuclear and Particle Physics
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  1. Columbia Univ., Irvington, NY (United States)
  2. Rutgers Univ., Piscataway, NJ (United States)
  3. Argonne National Lab. (ANL), Argonne, IL (United States)
  4. Univ. College of London (United Kingdom)
  5. McGill Univ., Montreal, QB (Canada)
  6. Columbia Univ., Irvington, NY (United States); Harvard Univ., Cambridge, MA (United States)
  7. Brown Univ., Providence, RI (United States)
  8. Univ. of Manchester (United Kingdom)
  9. Univ. of California, Davis, CA (United States)
  10. Univ. of Washington, Seattle, WA (United States)
  11. SLAC National Accelerator Lab., Menlo Park, CA (United States); Stony Brook Univ., NY (United States); Inst. for Advanced Study, Princeton, NJ (United States)
  12. Princeton Univ., NJ (United States)
  13. Univ. of Florida, Gainesville, FL (United States)
  14. Harvard Univ., Cambridge, MA (United States)
  15. Lab. de Instrumentacao e Fısica Experimental de Partıculas, Lisboa (Portugal)
  16. SLAC National Accelerator Lab., Menlo Park, CA (United States)
  17. Univ. of Wisconsin, Madison, WI (United States)
  18. SLAC National Accelerator Lab., Menlo Park, CA (United States); Stanford Univ., Stanford, CA (United States)
  19. Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States); Univ. of Oregon, Eugene, OR (United States)
  20. Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
  21. Korea Advanced Inst. of Science and Technology (KAIST), Daejeon (Korea)
  22. Univ. of Arizona, Tucson, AZ (United States)
  23. Johns Hopkins Univ., Baltimore, MD (United States)
  24. Univ. Autònoma de Barcelona (Spain)
  25. Univ. Heidelberg (Germany)
  26. New York Univ., New York, NY (United States)
  27. Univ. of Mississippi, University, MS (United States)
  28. Texas A & M Univ., College Station, TX (United States)
  29. Princeton Univ., NJ (United States); CERN, Geneva (Switzerland); UPMC Univ., Paris (France)
  30. Univ. Gottingen (Germany)
  31. Syracuse Univ., NY (United States)
  32. Univ. of Toronto, ON (Canada)
  33. Yale Univ., New Haven, CT (United States)
  34. Univ. of Oregon, Eugene, OR (United States)
  35. Durham Univ. (United Kingdom)
  36. Boston Univ., MA (United States)
  37. Univ. of California, Berkeley, CA (United States); Univ. of Louisville, KY (United States)
  38. IFIC/CSIC-UVEG, Valencia (Spain)
  39. Univ. of California, Berkeley, CA (United States)
  40. Univ. of Chicago, IL (United States)
+ Show Author Affiliations

Here, 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, harmonize and publish software implementations of these techniques.

Research Organization:
Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States). National Energy Research Scientific Computing Center (NERSC)
Sponsoring Organization:
USDOE
Grant/Contract Number:
AC02-76SF00515; AC02-05CH11231; FG02-94ER40818; FG02-98ER41089
OSTI ID:
1529960
Journal Information:
Journal of Physics. G, Nuclear and Particle Physics, Vol. 39, Issue 6; ISSN 0954-3899
Publisher:
IOP PublishingCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 217 works
Citation information provided by
Web of Science

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Techniques for improved heavy particle searches with jet substructure text January 2009
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Cited By (47)

Jets from jets: re-clustering as a tool for large radius jet reconstruction and grooming at the LHC journal February 2015
Analytic boosted boson discrimination journal May 2016
Learning how to count: a high multiplicity search for the LHC journal August 2013
Tagging boosted Ws with wavelets journal August 2014
A search for $ t\overline t $ resonances in lepton+jets events with highly boosted top quarks collected in pp collisions at $ \sqrt {s} = 7 $ TeV with the ATLAS detector journal September 2012
Performance of jet substructure techniques for large-R jets in proton-proton collisions at $ \sqrt{s}=7 $ TeV using the ATLAS detector journal September 2013
Photon isolation and jet substructure journal September 2018
Power counting to better jet observables journal December 2014
The electron–ion collider: assessing the energy dependence of key measurements journal January 2019
New physics in LHC Higgs boson pair production journal March 2013
QCD resummation for light-particle jets journal April 2013
Where boosted significances come from journal March 2014
Jet cleansing: Separating data from secondary collision induced radiation at high luminosity journal September 2014
Double Higgs boson production with a jet substructure analysis to probe extra dimensions journal October 2015
Aspects of perturbative QCD at a 100 TeV future hadron collider journal August 2016
Parton shower uncertainties in jet substructure analyses with deep neural networks journal January 2017
Resummation with Wilson lines off the light cone journal July 2014
Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012 journal March 2014
Towards an understanding of the correlations in jet substructure: Report of BOOST2013, hosted by the University of Arizona, 12th–16th of August 2013 journal September 2015
Performance of pile-up mitigation techniques for jets in $$pp$$ p p collisions at $$\sqrt{s}=8$$ s = 8  TeV using the ATLAS detector journal October 2016
A case study of quark-gluon discrimination at NNLL $$'$$ ′ in comparison to parton showers journal November 2017
Light Higgs bosons in NMSSM at the LHC journal April 2016
Factorization for jet radius logarithms in jet mass spectra at the LHC text January 2016
A case study of quark-gluon discrimination at NNLL' in comparison to parton showers text January 2017
Calculating Track-Based Observables for the LHC text January 2013
The Machine Learning landscape of top taggers text January 2019
Jet mass spectra in Higgs boson plus one jet at next-to-next-to-leading logarithmic order text January 2013
A Case Study of Quark-Gluon Discrimination at NNLL$'$ in Comparison to Parton Showers text January 2017
Resummation of Jet Mass at Hadron Colliders text January 2012
Power Corrections to Event Shapes with Mass-Dependent Operators text January 2012
New Physics in LHC Higgs boson pair production text January 2012
Jet Substructure by Accident text January 2012
Energy Correlation Functions for Jet Substructure 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 text January 2013
Resummation with Wilson lines off the light cone text January 2013
Comparing and Counting Logs in Direct and Effective Methods of Resummation text January 2014
Jets from Jets: Re-clustering as a tool for large radius jet reconstruction and grooming at the LHC text January 2014
Jet-Images: Computer Vision Inspired Techniques for Jet Tagging text January 2014
Double Higgs Production with a Jet Substructure Analysis to Probe Extra Dimensions text January 2015
Light Higgs Bosons in NMSSM at the LHC text January 2015
Jet Substructure Classification in High-Energy Physics with Deep Neural Networks text January 2016
Factorization for Jet Radius Logarithms in Jet Mass Spectra at the LHC text January 2016
Decorrelated Jet Substructure Tagging using Adversarial Neural Networks text January 2017
Exposing the QCD Splitting Function with CMS Open Data text January 2017
Jet Substructure Studies with CMS Open Data text January 2017
Energy flow polynomials: A complete linear basis for jet substructure text January 2017
Energy Flow Networks: Deep Sets for Particle Jets text January 2018

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