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Title: Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012

Abstract

This report of the BOOST2012 workshop presents the results of four working groups that studied key aspects of jet substructure. We discuss the potential of first-principle QCD calculations to yield a precise description of the substructure of jets and study the accuracy of state-of-the-art Monte Carlo tools. Limitations of the experiments’ ability to resolve substructure are evaluated, with a focus on the impact of additional (pile-up) proton proton collisions on jet substructure performance in future LHC operating scenarios. A final section summarizes the lessons learnt from jet substructure analyses in searches for new physics in the production of boosted top quarks.

Authors:
 [1];  [2];  [3];  [4];  [5];  [6];  [2];  [7];  [8];  [9];  [10];  [9];  [11];  [12];  [13];  [14];  [15];  [16];  [17];  [18] more »;  [9];  [19];  [20];  [11];  [8];  [21];  [22];  [23];  [24];  [16];  [25];  [26];  [23];  [21];  [27];  [4];  [22];  [4];  [4];  [28];  [29];  [24];  [30];  [31];  [4];  [32];  [27];  [33];  [34];  [35];  [36];  [37];  [4];  [24];  [29];  [38];  [39];  [30];  [40];  [41];  [29];  [42];  [43];  [29];  [30];  [44];  [45];  [22];  [4];  [27];  [46];  [47];  [48];  [33];  [35];  [49];  [4];  [29];  [30];  [35];  [1];  [37];  [25];  [29];  [29];  [4];  [50] « less
  1. Columbia Univ., Irvinginton, NY (United States)
  2. Duke Univ., Durham, NC (United States)
  3. Argonne National Lab. (ANL), Argonne, IL (United States)
  4. SLAC National Accelerator Lab., Menlo Park, CA (United States)
  5. Deutsches Elektronen-Synchrotron (DESY), Zeuthen (Germany)
  6. Cornell Univ., Ithaca, NY (United States)
  7. Lund Univ. (Sweden)
  8. Univ. of Edinburgh, Scotland (United Kingdom)
  9. Univ. College London (United Kingdom)
  10. European Organization for Nuclear Research (CERN), Geneva (Switzerland)
  11. CNRS and Univ. Paris (France). Lab. of Theoretical Physics and High Energies (LPTHE)
  12. CAFPE and Univ. of Granada (Spain)
  13. McGill Univ., Montreal, QC (Canada)
  14. Iowa State Univ., Ames, IA (United States)
  15. Rutgers Univ., Piscataway, NJ (United States)
  16. Univ. of Wuppertal (Germany)
  17. Stony Brook Univ., NY (United States)
  18. Univ. of Manchester (United Kingdom)
  19. Sao Paulo State Univ., Sao Paulo (Brazil)
  20. National Inst. of Nuclear Physics (INFN) and Univ. of Naples (Italy)
  21. Univ. of Geneva (Switzerland)
  22. Univ. of Washington, Seattle, WA (United States)
  23. Spanish National Research Council (CSIC-UVEG), Valencia (Spain). Corpuscular Inst. of Physics (IFIC)
  24. Univ. of Glasgow, Scotland (United Kingdom)
  25. Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Univ. of California, Berkeley, CA (United States)
  26. Univ. of Buenos Aires (Argentina)
  27. Harvard Univ., Cambridge, MA (United States)
  28. Weizmann Inst. of Science, Rehovot (Israel)
  29. Spanish National Research Council (CSIC-UVEG)Valencia (Spain). Corpuscular Inst. of Physics (IFIC)
  30. Univ. of Heidelberg (Germany)
  31. Univ. of Hamburg (Germany)
  32. Univ. of Arizona, Tucson, AZ (United States)
  33. Univ. of Durham (United Kingdom)
  34. Univ. of Mainz (Germany)
  35. Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
  36. Univ. of Chicago, IL (United States)
  37. Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
  38. Indiana Univ., Bloomington, IN (United States)
  39. Univ. of California, Davis, CA (United States)
  40. State Univ. of Buffalo, NY (United States); Johns Hopkins Univ., Baltimore, MD (United States)
  41. National Inst. of Nuclear Physics (INFN) and Univ. of Pisa, Pisa (Italy)
  42. Texas A & M Univ., College Station, TX (United States)
  43. CNRS and Univ. Paris (France). Lab. of Theoretical Physics and High Energies (LPTHE); European Organization for Nuclear Research (CERN), Geneva (Switzerland)
  44. National Inst. of Nuclear Physics (INFN) and Univ. of Calabria, Rende (Italy)
  45. Univ. of Heidelberg (Germany); Univ. of Hamburg (Germany)
  46. Brown Univ., Providence, RI (United States)
  47. Yale Univ., New Haven, CT (United States)
  48. CEA Saclay, Gif-sur-Yvette (France)
  49. Univ. of Illinois, Chicago, IL (United States)
  50. Univ. of California, Berkeley, CA (United States)
Publication Date:
Research Org.:
Fermi National Accelerator Laboratory (FNAL), Batavia, IL (United States); Lawrence Berkeley National Laboratory (LBNL), Berkeley, CA (United States)
Sponsoring Org.:
USDOE Office of Science (SC), High Energy Physics (HEP)
OSTI Identifier:
1226271
Alternate Identifier(s):
OSTI ID: 1410314
Report Number(s):
FERMILAB-PUB-13-669
Journal ID: ISSN 1434-6044; arXiv eprint number arXiv:1311.2708
Grant/Contract Number:  
AC02-07CH11359; AC02-05CH11231
Resource Type:
Accepted Manuscript
Journal Name:
European Physical Journal. C, Particles and Fields
Additional Journal Information:
Journal Volume: 74; Journal Issue: 3; Conference: BOOST 2012, Valencia (Spain), 23-27 Jul 2012; Journal ID: ISSN 1434-6044
Publisher:
Springer
Country of Publication:
United States
Language:
English
Subject:
72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS

Citation Formats

Altheimer, A., Arce, A., Asquith, L., Backus Mayes, J., Kuutmann, E. Bergeaas, Berger, J., Bjergaard, D., Bryngemark, L., Buckley, A., Butterworth, J., Cacciari, M., Campanelli, M., Carli, T., Chala, M., Chapleau, B., Chen, C., Chou, J. P., Cornelissen, Th., Curtin, D., Dasgupta, M., Davison, A., de Almeida Dias, F., de Cosa, A., de Roeck, A., Debenedetti, C., Doglioni, C., Ellis, S. D., Fassi, F., Ferrando, J., Fleischmann, S., Freytsis, M., Gonzalez Silva, M. L., de la Hoz, S. Gonzalez, Guescini, F., Han, Z., Hook, A., Hornig, A., Izaguirre, E., Jankowiak, M., Juknevich, J., Kaci, M., Kar, D., Kasieczka, G., Kogler, R., Larkoski, A., Loch, P., Lopez Mateos, D., Marzani, S., Masetti, L., Mateu, V., Miller, D. W., Mishra, K., Nef, P., Nordstrom, K., Oliver Garcia, E., Penwell, J., Pilot, J., Plehn, T., Rappoccio, S., Rizzi, A., Rodrigo, G., Safonov, A., Salam, G. P., Salt, J., Schaetzel, S., Schioppa, M., Schmidt, A., Scholtz, J., Schwartzman, A., Schwartz, M. D., Segala, M., Son, M., Soyez, G., Spannowsky, M., Stewart, I., Strom, D., Swiatlowski, M., Sanchez Martinez, V., Takeuchi, M., Thaler, J., Thompson, E. N., Tran, N. V., Vermilion, C., Villaplana, M., Vos, M., Wacker, J., and Walsh, J. Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012. United States: N. p., 2014. Web. doi:10.1140/epjc/s10052-014-2792-8.
Altheimer, A., Arce, A., Asquith, L., Backus Mayes, J., Kuutmann, E. Bergeaas, Berger, J., Bjergaard, D., Bryngemark, L., Buckley, A., Butterworth, J., Cacciari, M., Campanelli, M., Carli, T., Chala, M., Chapleau, B., Chen, C., Chou, J. P., Cornelissen, Th., Curtin, D., Dasgupta, M., Davison, A., de Almeida Dias, F., de Cosa, A., de Roeck, A., Debenedetti, C., Doglioni, C., Ellis, S. D., Fassi, F., Ferrando, J., Fleischmann, S., Freytsis, M., Gonzalez Silva, M. L., de la Hoz, S. Gonzalez, Guescini, F., Han, Z., Hook, A., Hornig, A., Izaguirre, E., Jankowiak, M., Juknevich, J., Kaci, M., Kar, D., Kasieczka, G., Kogler, R., Larkoski, A., Loch, P., Lopez Mateos, D., Marzani, S., Masetti, L., Mateu, V., Miller, D. W., Mishra, K., Nef, P., Nordstrom, K., Oliver Garcia, E., Penwell, J., Pilot, J., Plehn, T., Rappoccio, S., Rizzi, A., Rodrigo, G., Safonov, A., Salam, G. P., Salt, J., Schaetzel, S., Schioppa, M., Schmidt, A., Scholtz, J., Schwartzman, A., Schwartz, M. D., Segala, M., Son, M., Soyez, G., Spannowsky, M., Stewart, I., Strom, D., Swiatlowski, M., Sanchez Martinez, V., Takeuchi, M., Thaler, J., Thompson, E. N., Tran, N. V., Vermilion, C., Villaplana, M., Vos, M., Wacker, J., & Walsh, J. Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012. United States. https://doi.org/10.1140/epjc/s10052-014-2792-8
Altheimer, A., Arce, A., Asquith, L., Backus Mayes, J., Kuutmann, E. Bergeaas, Berger, J., Bjergaard, D., Bryngemark, L., Buckley, A., Butterworth, J., Cacciari, M., Campanelli, M., Carli, T., Chala, M., Chapleau, B., Chen, C., Chou, J. P., Cornelissen, Th., Curtin, D., Dasgupta, M., Davison, A., de Almeida Dias, F., de Cosa, A., de Roeck, A., Debenedetti, C., Doglioni, C., Ellis, S. D., Fassi, F., Ferrando, J., Fleischmann, S., Freytsis, M., Gonzalez Silva, M. L., de la Hoz, S. Gonzalez, Guescini, F., Han, Z., Hook, A., Hornig, A., Izaguirre, E., Jankowiak, M., Juknevich, J., Kaci, M., Kar, D., Kasieczka, G., Kogler, R., Larkoski, A., Loch, P., Lopez Mateos, D., Marzani, S., Masetti, L., Mateu, V., Miller, D. W., Mishra, K., Nef, P., Nordstrom, K., Oliver Garcia, E., Penwell, J., Pilot, J., Plehn, T., Rappoccio, S., Rizzi, A., Rodrigo, G., Safonov, A., Salam, G. P., Salt, J., Schaetzel, S., Schioppa, M., Schmidt, A., Scholtz, J., Schwartzman, A., Schwartz, M. D., Segala, M., Son, M., Soyez, G., Spannowsky, M., Stewart, I., Strom, D., Swiatlowski, M., Sanchez Martinez, V., Takeuchi, M., Thaler, J., Thompson, E. N., Tran, N. V., Vermilion, C., Villaplana, M., Vos, M., Wacker, J., and Walsh, J. Fri . "Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012". United States. https://doi.org/10.1140/epjc/s10052-014-2792-8. https://www.osti.gov/servlets/purl/1226271.
@article{osti_1226271,
title = {Boosted objects and jet substructure at the LHC. Report of BOOST2012, held at IFIC Valencia, 23rd–27th of July 2012},
author = {Altheimer, A. and Arce, A. and Asquith, L. and Backus Mayes, J. and Kuutmann, E. Bergeaas and Berger, J. and Bjergaard, D. and Bryngemark, L. and Buckley, A. and Butterworth, J. and Cacciari, M. and Campanelli, M. and Carli, T. and Chala, M. and Chapleau, B. and Chen, C. and Chou, J. P. and Cornelissen, Th. and Curtin, D. and Dasgupta, M. and Davison, A. and de Almeida Dias, F. and de Cosa, A. and de Roeck, A. and Debenedetti, C. and Doglioni, C. and Ellis, S. D. and Fassi, F. and Ferrando, J. and Fleischmann, S. and Freytsis, M. and Gonzalez Silva, M. L. and de la Hoz, S. Gonzalez and Guescini, F. and Han, Z. and Hook, A. and Hornig, A. and Izaguirre, E. and Jankowiak, M. and Juknevich, J. and Kaci, M. and Kar, D. and Kasieczka, G. and Kogler, R. and Larkoski, A. and Loch, P. and Lopez Mateos, D. and Marzani, S. and Masetti, L. and Mateu, V. and Miller, D. W. and Mishra, K. and Nef, P. and Nordstrom, K. and Oliver Garcia, E. and Penwell, J. and Pilot, J. and Plehn, T. and Rappoccio, S. and Rizzi, A. and Rodrigo, G. and Safonov, A. and Salam, G. P. and Salt, J. and Schaetzel, S. and Schioppa, M. and Schmidt, A. and Scholtz, J. and Schwartzman, A. and Schwartz, M. D. and Segala, M. and Son, M. and Soyez, G. and Spannowsky, M. and Stewart, I. and Strom, D. and Swiatlowski, M. and Sanchez Martinez, V. and Takeuchi, M. and Thaler, J. and Thompson, E. N. and Tran, N. V. and Vermilion, C. and Villaplana, M. and Vos, M. and Wacker, J. and Walsh, J.},
abstractNote = {This report of the BOOST2012 workshop presents the results of four working groups that studied key aspects of jet substructure. We discuss the potential of first-principle QCD calculations to yield a precise description of the substructure of jets and study the accuracy of state-of-the-art Monte Carlo tools. Limitations of the experiments’ ability to resolve substructure are evaluated, with a focus on the impact of additional (pile-up) proton proton collisions on jet substructure performance in future LHC operating scenarios. A final section summarizes the lessons learnt from jet substructure analyses in searches for new physics in the production of boosted top quarks.},
doi = {10.1140/epjc/s10052-014-2792-8},
journal = {European Physical Journal. C, Particles and Fields},
number = 3,
volume = 74,
place = {United States},
year = {Fri Mar 21 00:00:00 EDT 2014},
month = {Fri Mar 21 00:00:00 EDT 2014}
}

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journal, December 2014

  • Larkoski, Andrew J.; Moult, Ian; Neill, Duff
  • Journal of High Energy Physics, Vol. 2014, Issue 12
  • DOI: 10.1007/jhep12(2014)009

Factorization for jet radius logarithms in jet mass spectra at the LHC
text, January 2016

  • Kolodrubetz, Daniel W.; Pietrulewicz, Piotr; Stewart, Iain W.
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/pubdb-2016-06546

The Machine Learning landscape of top taggers
text, January 2019


Deep-learned Top Tagging with a Lorentz Layer
text, January 2018


Jet fragmentation functions in proton-proton collisions using soft-collinear effective theory
text, January 2015


Deep-learning Top Taggers or The End of QCD?
text, January 2017


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


Jets from jets: re-clustering as a tool for large radius jet reconstruction and grooming at the LHC
journal, February 2015

  • Nachman, Benjamin; Nef, Pascal; Schwartzman, Ariel
  • Journal of High Energy Physics, Vol. 2015, Issue 2
  • DOI: 10.1007/jhep02(2015)075

Jets from Jets: Re-clustering as a tool for large radius jet reconstruction and grooming at the LHC
text, January 2014


Casimir Meets Poisson: Improved Quark/Gluon Discrimination with Counting Observables
text, January 2017


Decorrelated Jet Substructure Tagging using Adversarial Neural Networks
text, January 2017


Resonance searches with an updated top tagger
text, January 2015


Parton shower uncertainties in jet substructure analyses with deep neural networks
journal, January 2017


A new method to distinguish hadronically decaying boosted Z bosons from W bosons using the ATLAS detector
journal, April 2016


Resonance searches with an updated top tagger
journal, June 2015

  • Kasieczka, Gregor; Plehn, Tilman; Schell, Torben
  • Journal of High Energy Physics, Vol. 2015, Issue 6
  • DOI: 10.1007/jhep06(2015)203

Exposing the QCD Splitting Function with CMS Open Data
text, January 2017


A Case Study of Quark-Gluon Discrimination at NNLL$'$ in Comparison to Parton Showers
text, January 2017

  • Mo, Jonathan; Tackmann, Frank J.; Waalewijn, Wouter J.
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/pubdb-2017-12772

Analytic boosted boson discrimination
journal, May 2016

  • Larkoski, Andrew J.; Moult, Ian; Neill, Duff
  • Journal of High Energy Physics, Vol. 2016, Issue 5
  • DOI: 10.1007/jhep05(2016)117

Boosted Higgs $$\rightarrow b\bar{b}$$ → b b ¯ in vector-boson associated production at 14 TeV
journal, August 2015


Reports of My Demise Are Greatly Exaggerated: $N$-subjettiness Taggers Take On Jet Images
text, January 2018


A case study of quark-gluon discrimination at NNLL' in comparison to parton showers
text, January 2017

  • Mo, Jonathan; Tackmann, Frank J.; Waalewijn, Wouter J.
  • Deutsches Elektronen-Synchrotron, DESY, Hamburg
  • DOI: 10.3204/pubdb-2017-10336

Aspects of perturbative QCD at a 100 TeV future hadron collider
journal, August 2016


Jet Substructure Studies with CMS Open Data
text, January 2017


The Standard Model from LHC to future colliders
journal, November 2015


A new tagger for hadronically decaying heavy particles at the LHC
journal, November 2016


Effective Field Theory Phenomenology and Scattering Amplitudes
text, January 2020


Boosted Top Quarks and Jet Structure
text, January 2014


At the Frontier of Precision QCD in the LHC Era
preprint, January 2016


Learning to Pivot with Adversarial Networks
text, January 2016


A new method to distinguish hadronically decaying boosted ℤ bosons from W bosons using the ATLAS detector
text, January 2016