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:
-
more »
- Columbia Univ., Irvinginton, NY (United States)
- Duke Univ., Durham, NC (United States)
- Argonne National Lab. (ANL), Argonne, IL (United States)
- SLAC National Accelerator Lab., Menlo Park, CA (United States)
- Deutsches Elektronen-Synchrotron (DESY), Zeuthen (Germany)
- Cornell Univ., Ithaca, NY (United States)
- Lund Univ. (Sweden)
- Univ. of Edinburgh, Scotland (United Kingdom)
- Univ. College London (United Kingdom)
- European Organization for Nuclear Research (CERN), Geneva (Switzerland)
- CNRS and Univ. Paris (France). Lab. of Theoretical Physics and High Energies (LPTHE)
- CAFPE and Univ. of Granada (Spain)
- McGill Univ., Montreal, QC (Canada)
- Iowa State Univ., Ames, IA (United States)
- Rutgers Univ., Piscataway, NJ (United States)
- Univ. of Wuppertal (Germany)
- Stony Brook Univ., NY (United States)
- Univ. of Manchester (United Kingdom)
- Sao Paulo State Univ., Sao Paulo (Brazil)
- National Inst. of Nuclear Physics (INFN) and Univ. of Naples (Italy)
- Univ. of Geneva (Switzerland)
- Univ. of Washington, Seattle, WA (United States)
- Spanish National Research Council (CSIC-UVEG), Valencia (Spain). Corpuscular Inst. of Physics (IFIC)
- Univ. of Glasgow, Scotland (United Kingdom)
- Lawrence Berkeley National Lab. (LBNL), Berkeley, CA (United States); Univ. of California, Berkeley, CA (United States)
- Univ. of Buenos Aires (Argentina)
- Harvard Univ., Cambridge, MA (United States)
- Weizmann Inst. of Science, Rehovot (Israel)
- Spanish National Research Council (CSIC-UVEG)Valencia (Spain). Corpuscular Inst. of Physics (IFIC)
- Univ. of Heidelberg (Germany)
- Univ. of Hamburg (Germany)
- Univ. of Arizona, Tucson, AZ (United States)
- Univ. of Durham (United Kingdom)
- Univ. of Mainz (Germany)
- Massachusetts Inst. of Technology (MIT), Cambridge, MA (United States)
- Univ. of Chicago, IL (United States)
- Fermi National Accelerator Lab. (FNAL), Batavia, IL (United States)
- Indiana Univ., Bloomington, IN (United States)
- Univ. of California, Davis, CA (United States)
- State Univ. of Buffalo, NY (United States); Johns Hopkins Univ., Baltimore, MD (United States)
- National Inst. of Nuclear Physics (INFN) and Univ. of Pisa, Pisa (Italy)
- Texas A & M Univ., College Station, TX (United States)
- CNRS and Univ. Paris (France). Lab. of Theoretical Physics and High Energies (LPTHE); European Organization for Nuclear Research (CERN), Geneva (Switzerland)
- National Inst. of Nuclear Physics (INFN) and Univ. of Calabria, Rende (Italy)
- Univ. of Heidelberg (Germany); Univ. of Hamburg (Germany)
- Brown Univ., Providence, RI (United States)
- Yale Univ., New Haven, CT (United States)
- CEA Saclay, Gif-sur-Yvette (France)
- Univ. of Illinois, Chicago, IL (United States)
- 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}
}
Web of Science
Works referenced in this record:
Color structure for soft gluon resummation - a general recipe
text, January 2009
- Sjodahl, Malin
- arXiv
Super-leading logarithms in non-global observables in QCD: colour basis independent calculation
journal, September 2008
- Forshaw, J. R.; Kyrieleis, A.; Seymour, M. H.
- Journal of High Energy Physics, Vol. 2008, Issue 09
Resummation of Threshold Corrections for Single-Particle Inclusive Cross Sections
text, January 1998
- Laenen, E.; Oderda, G.; Sterman, G.
- arXiv
Color structure for soft gluon resummation — a general recipe
journal, September 2009
- Sjödahl, Malin
- Journal of High Energy Physics, Vol. 2009, Issue 09
Seeing in Color: Jet Superstructure
text, January 2010
- Gallicchio, Jason; Schwartz, Matthew D.
- arXiv
Space-like (vs. time-like) collinear limits in QCD: is factorization violated?
journal, July 2012
- Catani, Stefano; de Florian, Daniel; Rodrigo, Germán
- Journal of High Energy Physics, Vol. 2012, Issue 7
Seeing in Color: Jet Superstructure
journal, July 2010
- Gallicchio, Jason; Schwartz, Matthew D.
- Physical Review Letters, Vol. 105, Issue 2
High-energy-physics event generation with Pythia 6.1
journal, April 2001
- Sjöstrand, Torbjörn; Edén, Patrik; Friberg, Christer
- Computer Physics Communications, Vol. 135, Issue 2
High-Energy-Physics Event Generation with PYTHIA 6.1
text, January 2000
- Sjöstrand, Torbjörn; Edén, Patrik; Friberg, Christer
- arXiv
FastJet user manual: (for version 3.0.2)
journal, March 2012
- Cacciari, Matteo; Salam, Gavin P.; Soyez, Gregory
- The European Physical Journal C, Vol. 72, Issue 3
Super-leading logarithms in non-global observables in QCD: Colour basis independent calculation
text, January 2008
- Forshaw, J. R.; Kyrieleis, A.; Seymour, M. H.
- arXiv
Top tagging
journal, May 2012
- Plehn, Tilman; Spannowsky, Michael
- Journal of Physics G: Nuclear and Particle Physics, Vol. 39, Issue 8
Identifying boosted objects with N-subjettiness
journal, March 2011
- Thaler, Jesse; Van Tilburg, Ken
- Journal of High Energy Physics, Vol. 2011, Issue 3
On jet mass distributions in Z+jet and dijet processes at the LHC
journal, October 2012
- Dasgupta, Mrinal; Khelifa-Kerfa, Kamel; Marzani, Simone
- Journal of High Energy Physics, Vol. 2012, Issue 10
Precision Jet Substructure from Boosted Event Shapes
text, January 2012
- Feige, Ilya; Schwartz, Matthew D.; Stewart, Iain W.
- arXiv
Precision Jet Substructure from Boosted Event Shapes
journal, August 2012
- Feige, Ilya; Schwartz, Matthew D.; Stewart, Iain W.
- Physical Review Letters, Vol. 109, Issue 9
Jettiness: An Inclusive Event Shape to Veto Jets
journal, August 2010
- Stewart, Iain W.; Tackmann, Frank J.; Waalewijn, Wouter J.
- Physical Review Letters, Vol. 105, Issue 9
Higgs production with a central jet veto at NNLL+NNLO
journal, April 2011
- Berger, Carola F.; Marcantonini, Claudio; Stewart, Iain W.
- Journal of High Energy Physics, Vol. 2011, Issue 4
Jet reconstruction in heavy ion collisions
journal, January 2011
- Cacciari, Matteo; Rojo, Juan; Salam, Gavin P.
- The European Physical Journal C, Vol. 71, Issue 1
The anti-k_t jet clustering algorithm
text, January 2008
- Cacciari, Matteo; Salam, Gavin P.; Soyez, Gregory
- arXiv
New Generation of Parton Distributions with Uncertainties from Global QCD Analysis
journal, July 2002
- Pumplin, Jonathan; Stump, Daniel Robert; Huston, Joey
- Journal of High Energy Physics, Vol. 2002, Issue 07
Maximizing boosted top identification by minimizing N-subjettiness
journal, February 2012
- Thaler, Jesse; Van Tilburg, Ken
- Journal of High Energy Physics, Vol. 2012, Issue 2
Super-leading logarithms in non-global observables in QCD?
journal, August 2006
- Forshaw, Jeffrey R.; Kyrieleis, Albrecht; Seymour, Michael H.
- Journal of High Energy Physics, Vol. 2006, Issue 08
Top Tagging: A Method for Identifying Boosted Hadronically Decaying Top Quarks
journal, October 2008
- Kaplan, David E.; Rehermann, Keith; Schwartz, Matthew D.
- Physical Review Letters, Vol. 101, Issue 14
Energy correlation functions for jet substructure
journal, June 2013
- Larkoski, Andrew J.; Salam, Gavin P.; Thaler, Jesse
- Journal of High Energy Physics, Vol. 2013, Issue 6
Rivet user manual
journal, December 2013
- Buckley, Andy; Butterworth, Jonathan; Grellscheid, David
- Computer Physics Communications, Vol. 184, Issue 12
MCFM for the Tevatron and the LHC
journal, August 2010
- Campbell, John M.; Ellis, R. K.
- Nuclear Physics B - Proceedings Supplements, Vol. 205-206
Maximizing Boosted Top Identification by Minimizing N-subjettiness
text, January 2011
- Thaler, Jesse; Van Tilburg, Ken
- arXiv
Non-global logarithms and jet algorithms in high-pT jet shapes
text, January 2010
- Banfi, Andrea; Dasgupta, Mrinal; Khelifa-Kerfa, Kamel
- arXiv
Calculating the charge of a jet
journal, November 2012
- Waalewijn, Wouter J.
- Physical Review D, Vol. 86, Issue 9
Quantifying the performance of jet definitions for kinematic reconstruction at the LHC
journal, December 2008
- Cacciari, Matteo; Rojo, Juan; Salam, Gavin P.
- Journal of High Energy Physics, Vol. 2008, Issue 12
Jet Charge at the LHC
journal, May 2013
- Krohn, David; Schwartz, Matthew D.; Lin, Tongyan
- Physical Review Letters, Vol. 110, Issue 21
Fat Jets for a Light Higgs Boson
journal, March 2010
- Plehn, Tilman; Salam, Gavin P.; Spannowsky, Michael
- Physical Review Letters, Vol. 104, Issue 11
Interleaved parton showers and tuning prospects
journal, March 2011
- Corke, Richard; Sjöstrand, Torbjörn
- Journal of High Energy Physics, Vol. 2011, Issue 3
Higgs Production with a Central Jet Veto at NNLL+NNLO
text, January 2010
- Berger, Carola F.; Marcantonini, Claudio; Stewart, Iain W.
- arXiv
Colour reconnections in Herwig++
journal, November 2012
- Gieseke, Stefan; Röhr, Christian; Siódmok, Andrzej
- The European Physical Journal C, Vol. 72, Issue 11
The anti- k t jet clustering algorithm
journal, April 2008
- Cacciari, Matteo; Salam, Gavin P.; Soyez, Gregory
- Journal of High Energy Physics, Vol. 2008, Issue 04
Boosting the Standard Model Higgs Signal with the Template Overlap Method
preprint, January 2012
- Backović, Mihailo; Juknevich, José; Perez, Gilad
- arXiv
Stop Reconstruction with Tagged Tops
text, January 2010
- Plehn, Tilman; Spannowsky, Michael; Takeuchi, Michihisa
- arXiv
PYTHIA 6.4 physics and manual
journal, May 2006
- Sjöstrand, Torbjörn; Mrenna, Stephen; Skands, Peter
- Journal of High Energy Physics, Vol. 2006, Issue 05
Boosted objects: a probe of beyond the standard model physics
journal, June 2011
- Abdesselam, A.; Belyaev, A.; Kuutmann, E. Bergeaas
- The European Physical Journal C, Vol. 71, Issue 6
Problems in resumming interjet energy flows with <mml:math altimg="si1.gif" overflow="scroll" xmlns:xocs="http://www.elsevier.com/xml/xocs/dtd" xmlns:xs="http://www.w3.org/2001/XMLSchema" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://www.elsevier.com/xml/ja/dtd" xmlns:ja="http://www.elsevier.com/xml/ja/dtd" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:tb="http://www.elsevier.com/xml/common/table/dtd" xmlns:sb="http://www.elsevier.com/xml/common/struct-bib/dtd" xmlns:ce="http://www.elsevier.com/xml/common/dtd" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:cals="http://www.elsevier.com/xml/common/cals/dtd"><mml:msub><mml:mi>k</mml:mi><mml:mi>t</mml:mi></mml:msub></mml:math> clustering
journal, November 2005
- Banfi, A.; Dasgupta, M.
- Physics Letters B, Vol. 628, Issue 1-2
Non-global logarithms and jet algorithms in high-p(T) jet shapes
text, January 2010
- Banfi, Andrea; Dasgupta, Mrinal; Khelifa-Kerfa, Kamel
- ETH Zurich
Energy Correlation Functions for Jet Substructure
text, January 2013
- Larkoski, Andrew J.; Salam, Gavin P.; Thaler, Jesse
- arXiv
Accounting for coherence in interjet E t flow
journal, March 2002
- Dasgupta, Mrinal; Salam, Gavin P.
- Journal of High Energy Physics, Vol. 2002, Issue 03
A parametrization of the properties of quark jets
journal, April 1978
- Field, R. D.; Feynman, R. P.
- Nuclear Physics B, Vol. 136, Issue 1
Away-from-jet energy flow
journal, August 2002
- Banfi, Andrea; Marchesini, Giuseppe; Smye, Graham
- Journal of High Energy Physics, Vol. 2002, Issue 08
The colour evolution of the process qq → qqg
journal, January 2006
- Kyrieleis, A.; Seymour, M. H.
- Journal of High Energy Physics, Vol. 2006, Issue 01
On the breaking of collinear factorization in QCD
journal, November 2012
- Forshaw, Jeffrey R.; Seymour, Michael H.; Siódmok, Andrzej
- Journal of High Energy Physics, Vol. 2012, Issue 11
Beam Thrust Cross Section for Drell-Yan Production at Next-to-Next-to-Leading-Logarithmic Order
journal, January 2011
- Stewart, Iain W.; Tackmann, Frank J.; Waalewijn, Wouter J.
- Physical Review Letters, Vol. 106, Issue 3
Space-like (vs. time-like) collinear limits in QCD: is factorization violated?
text, January 2011
- Catani, Stefano; de Florian, Daniel; Rodrigo, German
- arXiv
On QCD resummation with kt clustering
text, January 2006
- Delenda, Yazid; Appleby, Robert; Banfi, Andrea
- arXiv
Super-leading logarithms in non-global observables in QCD?
text, January 2006
- Forshaw, J. R.; Kyrieleis, A.; Seymour, M. H.
- arXiv
HERWIG 6: an event generator for hadron emission reactions with interfering gluons (including supersymmetric processes)
journal, January 2001
- Corcella, Gennaro; Knowles, Ian G.; Marchesini, Giuseppe
- Journal of High Energy Physics, Vol. 2001, Issue 01
Jet trimming
journal, February 2010
- Krohn, David; Thaler, Jesse; Wang, Lian-Tao
- Journal of High Energy Physics, Vol. 2010, Issue 2
Herwig++ physics and manual
journal, November 2008
- Bähr, Manuel; Gieseke, Stefan; Gigg, Martyn A.
- The European Physical Journal C, Vol. 58, Issue 4
On QCD resummation with k t clustering
journal, December 2006
- Delenda, Yazid; Appleby, Robert; Dasgupta, Mrinal
- Journal of High Energy Physics, Vol. 2006, Issue 12
Color evolution of 2 → 3 processes
journal, December 2008
- Sjödahl, Malin
- Journal of High Energy Physics, Vol. 2008, Issue 12
Jet Substructure as a New Higgs-Search Channel at the Large Hadron Collider
journal, June 2008
- Butterworth, Jonathan M.; Davison, Adam R.; Rubin, Mathieu
- Physical Review Letters, Vol. 100, Issue 24
Factorization at the LHC: From parton distribution functions to initial state jets
journal, May 2010
- Stewart, Iain W.; Tackmann, Frank J.; Waalewijn, Wouter J.
- Physical Review D, Vol. 81, Issue 9
Jet substructure at the Tevatron and LHC: new results, new tools, new benchmarks
journal, May 2012
- Altheimer, A.; Arora, S.; Asquith, L.
- Journal of Physics G: Nuclear and Particle Physics, Vol. 39, Issue 6
The catchment area of jets
journal, April 2008
- Cacciari, Matteo; Salam, Gavin P.; Soyez, Gregory
- Journal of High Energy Physics, Vol. 2008, Issue 04
A brief introduction to PYTHIA 8.1
journal, June 2008
- Sjöstrand, Torbjörn; Mrenna, Stephen; Skands, Peter
- Computer Physics Communications, Vol. 178, Issue 11
Jet mass spectra in Higgs boson plus one jet at next-to-next-to-leading logarithmic order
text, January 2013
- Jouttenus, Teppo T.; Stewart, Iain W.; Tackmann, Frank J.
- Deutsches Elektronen-Synchrotron, DESY, Hamburg
Jet Dipolarity: Top Tagging with Color Flow
text, January 2011
- Hook, Anson; Jankowiak, Martin; Wacker, Jay G.
- arXiv
Jet Substructure at the Tevatron and LHC: New results, new tools, new benchmarks
text, January 2012
- Altheimer, A.; Arora, S.; Asquith, L.
- arXiv
Jet mass spectra in Higgs boson plus one jet at next-to-next-to-leading logarithmic order
journal, September 2013
- Jouttenus, Teppo T.; Stewart, Iain W.; Tackmann, Frank J.
- Physical Review D, Vol. 88, Issue 5
Global QCD analysis of parton structure of the nucleon: CTEQ5 parton distributions
journal, February 2000
- Lai, H. L.; Huston, J.; Kuhlmann, S.
- The European Physical Journal C, Vol. 12, Issue 3
Pileup subtraction using jet areas
journal, January 2008
- Cacciari, Matteo; Salam, Gavin P.
- Physics Letters B, Vol. 659, Issue 1-2
Towards an understanding of jet substructure
journal, September 2013
- Dasgupta, Mrinal; Fregoso, Alessandro; Marzani, Simone
- Journal of High Energy Physics, Vol. 2013, Issue 9
Phenomenology of event shapes at hadron colliders
text, January 2010
- Banfi, Andrea; Salam, Gavin P.; Zanderighi, Giulia
- arXiv
New Generation of Parton Distributions with Uncertainties from Global QCD Analysis
text, January 2002
- Pumplin, J.; Stump, D. R.; Huston, J.
- arXiv
Better Jet Clustering Algorithms
text, January 1997
- Dokshitzer, Yu. L.; Leder, G. D.; Moretti, S.
- arXiv
Phenomenology of event shapes at hadron colliders
text, January 2010
- Andrea, Banfi,; P., Salam, Gavin; Giulia, Zanderighi,
- ETH Zurich
Better jet clustering algorithms
journal, August 1997
- Dokshitzer, Yu. L.; Leder, G. D.; Moretti, S.
- Journal of High Energy Physics, Vol. 1997, Issue 08
Interleaved Parton Showers and Tuning Prospects
text, January 2010
- Corke, Richard; Sjöstrand, Torbjörn
- arXiv
Shape, transverse size, and charged-hadron multiplicity of jets in pp collisions at $ \sqrt{s}=7\;TeV $
journal, June 2012
- Chatrchyan, S.; Khachatryan, V.; Sirunyan, A. M.
- Journal of High Energy Physics, Vol. 2012, Issue 6
Jet substructure without trees
journal, June 2011
- Jankowiak, Martin; Larkoski, Andrew J.
- Journal of High Energy Physics, Vol. 2011, Issue 6
The dijet cross section with a jet veto
journal, August 2011
- Delgado, Rosa María Durán; Forshaw, Jeffrey R.; Marzani, Simone
- Journal of High Energy Physics, Vol. 2011, Issue 8
Stop reconstruction with tagged tops
journal, October 2010
- Plehn, Tilman; Spannowsky, Michael; Takeuchi, Michihisa
- Journal of High Energy Physics, Vol. 2010, Issue 10
Color evolution of 2 → 3 processes
journal, December 2008
- Sjödahl, Malin
- Journal of High Energy Physics, Vol. 2008, Issue 12
Color structure for soft gluon resummation — a general recipe
journal, September 2009
- Sjödahl, Malin
- Journal of High Energy Physics, Vol. 2009, Issue 09
Phenomenology of event shapes at hadron colliders
text, January 2010
- Andrea, Banfi,; P., Salam, Gavin; Giulia, Zanderighi,
- ETH Zurich
Super-leading logarithms in non-global observables in QCD: Colour basis independent calculation
text, January 2008
- Forshaw, J. R.; Kyrieleis, A.; Seymour, M. H.
- arXiv
Non-global logarithms and jet algorithms in high-pT jet shapes
text, January 2010
- Banfi, Andrea; Dasgupta, Mrinal; Khelifa-Kerfa, Kamel
- arXiv
Non--global logs and clustering impact on jet mass with a jet veto distribution
text, January 2011
- Khelifa-Kerfa, Kamel
- arXiv
Qjets: A Non-Deterministic Approach to Tree-Based Jet Substructure
text, January 2012
- Ellis, Stephen D.; Hornig, Andrew; Krohn, David
- arXiv
On jet mass distributions in Z+jet and dijet processes at the LHC
text, January 2012
- Dasgupta, Mrinal; Khelifa-Kerfa, Kamel; Marzani, Simone
- arXiv
On the resummation of clustering logarithms for non-global observables
text, January 2012
- Delenda, Yazid; Khelifa-Kerfa, Kamel
- arXiv
Energy Correlation Functions for Jet Substructure
text, January 2013
- Larkoski, Andrew J.; Salam, Gavin P.; Thaler, Jesse
- arXiv
Next-to-leading order corrections to W+2 jet and Z+2 jet production at hadron colliders
text, January 2002
- Campbell, John; Ellis, R. K.
- arXiv
Event Shape/Energy Flow Correlations
text, January 2003
- Berger, Carola F.; Kucs, Tibor; Sterman, George
- arXiv
Problems in resumming interjet energy flows with k_t clustering
text, January 2005
- Banfi, A.; Dasgupta, M.
- arXiv
Resummation of Threshold Corrections for Single-Particle Inclusive Cross Sections
text, January 1998
- Laenen, E.; Oderda, G.; Sterman, G.
- arXiv
Works referencing / citing this record:
Jet Substructure Classification in High-Energy Physics with Deep Neural Networks
text, January 2016
- Baldi, Pierre; Bauer, Kevin; Eng, Clara
- arXiv
Jet-Images: Computer Vision Inspired Techniques for Jet Tagging
text, January 2014
- Cogan, Josh; Kagan, Michael; Strauss, Emanuel
- arXiv
A case study of quark-gluon discrimination at NNLL $$'$$ ′ in comparison to parton showers
journal, November 2017
- Mo, Jonathan; Tackmann, Frank J.; Waalewijn, Wouter J.
- The European Physical Journal C, Vol. 77, Issue 11
Measurement of jet substructure observables in t¯t events from proton-proton collisions at √s=13 TeV
text, January 2018
- Collaboration, Cms; Sirunyan, Albert M.; Backhaus, Malte
- ETH Zurich
Measurements of the differential jet cross section as a function of the jet mass in dijet events from proton-proton collisions at s = 13 $$ \sqrt{s}=13 $$ TeV
journal, November 2018
- Sirunyan, A. M.; Tumasyan, A.; Adam, W.
- Journal of High Energy Physics, Vol. 2018, Issue 11
Factorization for Jet Radius Logarithms in Jet Mass Spectra at the LHC
text, January 2016
- Kolodrubetz, Daniel W.; Pietrulewicz, Piotr; Stewart, Iain W.
- arXiv
Energy flow polynomials: A complete linear basis for jet substructure
text, January 2017
- Komiske, Patrick T.; Metodiev, Eric M.; Thaler, Jesse
- arXiv
Jets with electrons from boosted top quarks
journal, January 2020
- Chatterjee, Suman; Godbole, Rohini; Roy, Tuhin S.
- Journal of High Energy Physics, Vol. 2020, Issue 1
Deep-learning top taggers or the end of QCD
text, January 2017
- Kasieczka, Gregor; Plehn, Tilman; Russell, Michael
- ETH Zurich
Pileup Per Particle Identification
text, January 2014
- Bertolini, Daniele; Harris, Philip; Low, Matthew
- arXiv
Power counting to better jet observables
journal, December 2014
- Larkoski, Andrew J.; Moult, Ian; Neill, Duff
- Journal of High Energy Physics, Vol. 2014, Issue 12
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
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
- Adams, D.; Arce, A.; Asquith, L.
- The European Physical Journal C, Vol. 75, Issue 9
The Machine Learning landscape of top taggers
text, January 2019
- Kasieczka, Gregor; Plehn, Tilman; Butter, Anja
- RWTH Aachen University
Deep-learned Top Tagging with a Lorentz Layer
text, January 2018
- Butter, Anja; Kasieczka, Gregor; Plehn, Tilman
- ETH Zurich
Jet fragmentation functions in proton-proton collisions using soft-collinear effective theory
text, January 2015
- Chien, Yang-Ting; Kang, Zhong-Bo; Ringer, Felix
- arXiv
Deep-learning Top Taggers or The End of QCD?
text, January 2017
- Kasieczka, Gregor; Plehn, Tilman; Russell, Michael
- arXiv
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
- Aad, G.; Abbott, B.; Abdallah, J.
- The European Physical Journal C, Vol. 76, Issue 11
A new method to distinguish hadronically decaying boosted $Z$ bosons from $W$ bosons using the ATLAS detector
text, January 2015
- Collaboration, Atlas
- arXiv
Measurement of $$WW/WZ \rightarrow \ell \nu q q^{\prime }$$ W W / W Z → ℓ ν q q ′ production with the hadronically decaying boson reconstructed as one or two jets in pp collisions at $$\sqrt{s} =8~\text {TeV}$$ s = 8 TeV with ATLAS, and constraints on anomalous gauge couplings
journal, August 2017
- Aaboud, M.; Aad, G.; Abbott, B.
- The European Physical Journal C, Vol. 77, Issue 8
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
Jets from Jets: Re-clustering as a tool for large radius jet reconstruction and grooming at the LHC
text, January 2014
- Nachman, Benjamin; Nef, Pascal; Schwartzman, Ariel
- arXiv
Casimir Meets Poisson: Improved Quark/Gluon Discrimination with Counting Observables
text, January 2017
- Frye, Christopher; Larkoski, Andrew J.; Thaler, Jesse
- arXiv
Decorrelated Jet Substructure Tagging using Adversarial Neural Networks
text, January 2017
- Shimmin, Chase; Sadowski, Peter; Baldi, Pierre
- arXiv
Resonance searches with an updated top tagger
text, January 2015
- Kasieczka, Gregor; Plehn, Tilman; Schell, Torben
- ETH Zurich
Parton shower uncertainties in jet substructure analyses with deep neural networks
journal, January 2017
- Barnard, James; Dawe, Edmund Noel; Dolan, Matthew J.
- Physical Review D, Vol. 95, Issue 1
A new method to distinguish hadronically decaying boosted Z bosons from W bosons using the ATLAS detector
journal, April 2016
- Aad, G.; Abbott, B.; Abdallah, J.
- The European Physical Journal C, Vol. 76, Issue 5
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
Exposing the QCD Splitting Function with CMS Open Data
text, January 2017
- Larkoski, Andrew; Marzani, Simone; Thaler, Jesse
- arXiv
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
Analytic boosted boson discrimination
journal, May 2016
- Larkoski, Andrew J.; Moult, Ian; Neill, Duff
- Journal of High Energy Physics, Vol. 2016, Issue 5
Boosted Higgs $$\rightarrow b\bar{b}$$ → b b ¯ in vector-boson associated production at 14 TeV
journal, August 2015
- Butterworth, Jonathan M.; Ochoa, Inês; Scanlon, Tim
- The European Physical Journal C, Vol. 75, Issue 8
Reports of My Demise Are Greatly Exaggerated: $N$-subjettiness Taggers Take On Jet Images
text, January 2018
- Moore, Liam; Nordström, Karl; Varma, Sreedevi
- arXiv
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
Aspects of perturbative QCD at a 100 TeV future hadron collider
journal, August 2016
- Bothmann, Enrico; Ferrarese, Piero; Krauss, Frank
- Physical Review D, Vol. 94, Issue 3
Jet Substructure Studies with CMS Open Data
text, January 2017
- Tripathee, Aashish; Xue, Wei; Larkoski, Andrew
- arXiv
The Standard Model from LHC to future colliders
journal, November 2015
- Forte, S.; Nisati, A.; Passarino, G.
- The European Physical Journal C, Vol. 75, Issue 11
A new tagger for hadronically decaying heavy particles at the LHC
journal, November 2016
- Lapsien, T.; Kogler, R.; Haller, J.
- The European Physical Journal C, Vol. 76, Issue 11
Effective Field Theory Phenomenology and Scattering Amplitudes
text, January 2020
- Aoude, Rafael
- Johannes Gutenberg-Universität Mainz
Learning to Pivot with Adversarial Networks
text, January 2016
- Louppe, Gilles; Kagan, Michael; Cranmer, Kyle
- arXiv
A new method to distinguish hadronically decaying boosted ℤ bosons from W bosons using the ATLAS detector
text, January 2016
- Mullier, Geoffrey; Cervelli, Alberto; Stucci, Stefania
- EDP Sciences