Jet substructure from dark sector showers
Abstract
We examine the robustness of collider phenomenology predictions for a dark sector scenario with QCD-like properties. Pair production of dark quarks at the LHC can result in a wide variety of signatures, depending on the details of the new physics model. A particularly challenging signal results when prompt production induces a parton shower that yields a high multiplicity of collimated dark hadrons with subsequent decays to Standard Model hadrons. The final states contain jets whose substructure encodes their non-QCD origin. This is a relatively subtle signature of strongly coupled beyond the Standard Model dynamics, and thus it is crucial that analyses incorporate systematic errors to account for the approximations that are being made when modeling the signal. We estimate theoretical uncertainties for a canonical substructure observable designed to be sensitive to the gauge structure of the underlying object, the two-point energy correlator $$$$ {e}_2^{\left(\beta \right)} $$$$
- Authors:
-
- Univ. of Oregon, Eugene, OR (United States)
- Rutgers Univ., Piscataway, NJ (United States)
- Publication Date:
- Research Org.:
- Univ. of Oregon, Eugene, OR (United States); Rutgers Univ., Piscataway, NJ (United States)
- Sponsoring Org.:
- USDOE Office of Science (SC), High Energy Physics (HEP); German Research Foundation (DFG)
- OSTI Identifier:
- 1712431
- Alternate Identifier(s):
- OSTI ID: 1838031; OSTI ID: 1905897
- Grant/Contract Number:
- SC0011640; SC0010008; EXC-2094 39078331
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Journal of High Energy Physics (Online)
- Additional Journal Information:
- Journal Name: Journal of High Energy Physics (Online); Journal Volume: 2020; Journal Issue: 9; Journal ID: ISSN 1029-8479
- Publisher:
- Springer Nature
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 72 PHYSICS OF ELEMENTARY PARTICLES AND FIELDS; Beyond Standard Model; Resummation
Citation Formats
Cohen, Timothy, Doss, Joel, and Freytsis, Marat. Jet substructure from dark sector showers. United States: N. p., 2020.
Web. doi:10.1007/jhep09(2020)118.
Cohen, Timothy, Doss, Joel, & Freytsis, Marat. Jet substructure from dark sector showers. United States. https://doi.org/10.1007/jhep09(2020)118
Cohen, Timothy, Doss, Joel, and Freytsis, Marat. Thu .
"Jet substructure from dark sector showers". United States. https://doi.org/10.1007/jhep09(2020)118. https://www.osti.gov/servlets/purl/1712431.
@article{osti_1712431,
title = {Jet substructure from dark sector showers},
author = {Cohen, Timothy and Doss, Joel and Freytsis, Marat},
abstractNote = {We examine the robustness of collider phenomenology predictions for a dark sector scenario with QCD-like properties. Pair production of dark quarks at the LHC can result in a wide variety of signatures, depending on the details of the new physics model. A particularly challenging signal results when prompt production induces a parton shower that yields a high multiplicity of collimated dark hadrons with subsequent decays to Standard Model hadrons. The final states contain jets whose substructure encodes their non-QCD origin. This is a relatively subtle signature of strongly coupled beyond the Standard Model dynamics, and thus it is crucial that analyses incorporate systematic errors to account for the approximations that are being made when modeling the signal. We estimate theoretical uncertainties for a canonical substructure observable designed to be sensitive to the gauge structure of the underlying object, the two-point energy correlator $$ {e}_2^{\left(\beta \right)} $$ e 2 β , by computing envelopes between resummed analytic distributions and numerical results from Pythia. We explore the separability against the QCD background as the confinement scale, number of colors, number of flavors, and dark quark masses are varied. Additionally, we investigate the uncertainties inherent to modeling dark sector hadronization. Simple estimates are provided that quantify one’s ability to distinguish these dark sector jets from the overwhelming QCD background. Such a search would benefit from theory advances to improve the predictions, and the increase in statistics using the data to be collected at the high luminosity LHC.},
doi = {10.1007/jhep09(2020)118},
journal = {Journal of High Energy Physics (Online)},
number = 9,
volume = 2020,
place = {United States},
year = {Thu Sep 17 00:00:00 EDT 2020},
month = {Thu Sep 17 00:00:00 EDT 2020}
}
Works referenced in this record:
Effective theories of dark mesons with custodial symmetry
journal, August 2019
- Kribs, Graham D.; Martin, Adam; Tong, Tom
- Journal of High Energy Physics, Vol. 2019, Issue 8
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
Long-lived heavy neutrinos from Higgs decays
journal, August 2018
- Deppisch, Frank F.; Liu, Wei; Mitra, Manimala
- Journal of High Energy Physics, Vol. 2018, Issue 8
Jet substructure at the Large Hadron Collider: A review of recent advances in theory and machine learning
journal, November 2019
- Larkoski, Andrew J.; Moult, Ian; Nachman, Benjamin
- Physics Reports
Mass agnostic jet taggers
journal, January 2020
- Bradshaw, Layne; Mishra, Rashmish K.; Mitridate, Andrea
- SciPost Physics, Vol. 8, Issue 1
Using neural networks to identify jets
journal, February 1991
- Lönnblad, Leif; Peterson, Carsten; Rögnvaldsson, Thorsteinn
- Nuclear Physics B, Vol. 349, Issue 3
Collider searches for long-lived particles beyond the Standard Model
journal, May 2019
- Lee, Lawrence; Ohm, Christian; Soffer, Abner
- Progress in Particle and Nuclear Physics, Vol. 106
Novelty detection meets collider physics
journal, April 2020
- Hajer, Jan; Li, Ying-Ying; Liu, Tao
- Physical Review D, Vol. 101, Issue 7
Phenomenology of hidden valleys at hadron colliders
journal, July 2008
- Han, Tao; Si, Zongguo; Zurek, Kathryn M.
- Journal of High Energy Physics, Vol. 2008, Issue 07
Parton showers with more exact color evolution
journal, March 2019
- Nagy, Zoltán; Soper, Davison E.
- Physical Review D, Vol. 99, Issue 5
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
Looking Inside Jets: An Introduction to Jet Substructure and Boosted-object Phenomenology
book, January 2019
- Marzani, Simone; Soyez, Gregory; Spannowsky, Michael
- Lecture Notes in Physics, Vol. 958
Towards a systematic jet classification
journal, August 1990
- Jones, Lorella
- Physical Review D, Vol. 42, Issue 3
Strongly interacting dark sectors in the early Universe and at the LHC through a simplified portal
journal, January 2020
- Bernreuther, Elias; Kahlhoefer, Felix; Krämer, Michael
- Journal of High Energy Physics, Vol. 2020, Issue 1
Jet Topics: Disentangling Quarks and Gluons at Colliders
journal, June 2018
- Metodiev, Eric M.; Thaler, Jesse
- Physical Review Letters, Vol. 120, Issue 24
QCD resummation for hadronic final states
journal, September 2015
- Luisoni, Gionata; Marzani, Simone
- Journal of Physics G: Nuclear and Particle Physics, Vol. 42, Issue 10
Searching for new physics with deep autoencoders
journal, April 2020
- Farina, Marco; Nakai, Yuichiro; Shih, David
- Physical Review D, Vol. 101, Issue 7
Phenomenological and theoretical developments in jet physics at the LHC
journal, November 2015
- Cacciari, Matteo
- International Journal of Modern Physics A, Vol. 30, Issue 31
Two U(1)'s and ϵ charge shifts
journal, January 1986
- Holdom, Bob
- Physics Letters B, Vol. 166, Issue 2
Tests for determining the parton ancestor of a hadron jet
journal, May 1989
- Jones, Lorella M.
- Physical Review D, Vol. 39, Issue 9
Classification of dark pion multiplets as dark matter candidates and collider phenomenology
journal, February 2020
- Beauchesne, Hugues; di Cortona, Giovanni Grilli
- Journal of High Energy Physics, Vol. 2020, Issue 2
Integrated and differential accuracy in resummed cross sections
journal, March 2017
- Bertolini, Daniele; Solon, Mikhail P.; Walsh, Jonathan R.
- Physical Review D, Vol. 95, Issue 5
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
Semivisible Jets: Dark Matter Undercover at the LHC
journal, October 2015
- Cohen, Timothy; Lisanti, Mariangela; Lou, Hou Keong
- Physical Review Letters, Vol. 115, Issue 17
Non-perturbative QCD effects in jets at hadron colliders
journal, February 2008
- Dasgupta, Mrinal; Magnea, Lorenzo; Salam, Gavin P.
- Journal of High Energy Physics, Vol. 2008, Issue 02
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
Simplified models for displaced dark matter signatures
journal, September 2017
- Buchmueller, Oliver; De Roeck, Albert; Hahn, Kristian
- Journal of High Energy Physics, Vol. 2017, Issue 9
How to see the differences between quark and gluon jets
journal, March 1990
- Fodor, Z.
- Physical Review D, Vol. 41, Issue 5
Jet Substructure
conference, November 2013
- Shelton, J.
- Proceedings of the 2012 Theoretical Advanced Study Institute in Elementary Particle Physics, Searching for New Physics at Small and Large Scales
Jet substructure by accident
journal, March 2013
- Cohen, Timothy; Izaguirre, Eder; Lisanti, Mariangela
- Journal of High Energy Physics, Vol. 2013, Issue 3
The warped dark sector
journal, November 2019
- Brax, Philippe; Fichet, Sylvain; Tanedo, Philip
- Physics Letters B, Vol. 798
Phenomenology of the minimal extension of the standard model: and neutrinos
journal, September 2009
- Basso, Lorenzo; Belyaev, Alexander; Moretti, Stefano
- Physical Review D, Vol. 80, Issue 5
FeynRules 2.0 — A complete toolbox for tree-level phenomenology
journal, August 2014
- Alloul, Adam; Christensen, Neil D.; Degrande, Céline
- Computer Physics Communications, Vol. 185, Issue 8
Associated jet and subjet rates in light-quark and gluon jet discrimination
journal, April 2015
- Bhattacherjee, Biplob; Mukhopadhyay, Satyanarayan; Nojiri, Mihoko M.
- Journal of High Energy Physics, Vol. 2015, Issue 4
On the QCD analysis of jet broadening
journal, January 1998
- Dokshitzer, Yuri L.; Lucenti, A.; Marchesini, Giuseppe
- Journal of High Energy Physics, Vol. 1998, Issue 01
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
Comparing and counting logs in direct and effective methods of QCD resummation
journal, April 2014
- Almeida, Leandro G.; Ellis, Stephen D.; Lee, Christopher
- Journal of High Energy Physics, Vol. 2014, Issue 4
A pure-glue hidden valley I. States and decays
journal, July 2009
- Juknevich, J. E.; Melnikov, D.; Strassler, M. J.
- Journal of High Energy Physics, Vol. 2009, Issue 07
Principles of general final-state resummation and automated implementation
journal, March 2005
- Banfi, Andrea; Salam, Gavin P.; Zanderighi, Giulia
- Journal of High Energy Physics, Vol. 2005, Issue 03
Towards jetography
journal, May 2010
- Salam, Gavin P.
- The European Physical Journal C, Vol. 67, Issue 3-4
Echoes of a hidden valley at hadron colliders
journal, August 2007
- Strassler, Matthew J.; Zurek, Kathryn M.
- Physics Letters B, Vol. 651, Issue 5-6
Parton fragmentation and string dynamics
journal, July 1983
- Andersson, B.; Gustafson, G.; Ingelman, G.
- Physics Reports, Vol. 97, Issue 2-3
Quark-gluon separation in three-jet events
journal, May 1981
- Nilles, H. P.; Streng, K. H.
- Physical Review D, Vol. 23, Issue 9
Non-abelian dark sectors and their collider signatures
journal, April 2009
- Baumgart, Matthew; Cheung, Clifford; Ruderman, Joshua T.
- Journal of High Energy Physics, Vol. 2009, Issue 04
Herwig 7.0/Herwig++ 3.0 release note
journal, April 2016
- Bellm, Johannes; Gieseke, Stefan; Grellscheid, David
- The European Physical Journal C, Vol. 76, Issue 4
High multiplicity searches at the LHC using jet masses
journal, March 2012
- Hook, Anson; Izaguirre, Eder; Lisanti, Mariangela
- Physical Review D, Vol. 85, Issue 5
An introduction to PYTHIA 8.2
journal, June 2015
- Sjöstrand, Torbjörn; Ask, Stefan; Christiansen, Jesper R.
- Computer Physics Communications, Vol. 191
LHC signals for a SuperUnified theory of Dark Matter
journal, December 2008
- Arkani-Hamed, Nima; Weiner, Neal
- Journal of High Energy Physics, Vol. 2008, Issue 12
Resummed event shapes at hadron-hadron colliders
journal, August 2004
- Banfi, Andrea; Salam, Gavin P.; Zanderighi, Giulia
- Journal of High Energy Physics, Vol. 2004, Issue 08
Fractal based observables to probe jet substructure of quarks and gluons
journal, April 2018
- Davighi, Joe; Harris, Philip
- The European Physical Journal C, Vol. 78, Issue 4
Pure-glue hidden valleys through the Higgs portal
journal, August 2010
- Juknevich, José E.
- Journal of High Energy Physics, Vol. 2010, Issue 8
A flavoured dark sector
journal, August 2018
- Renner, Sophie; Schwaller, Pedro
- Journal of High Energy Physics, Vol. 2018, Issue 8
Principles of general final-state resummation and automated implementation
journal, March 2005
- Banfi, Andrea; Salam, Gavin P.; Zanderighi, Giulia
- Journal of High Energy Physics, Vol. 2005, Issue 03
Drell-Yan Production at NNLL'+NNLO Matched to Parton Showers
text, January 2015
- Alioli, Simone; Bauer, Christian W.; Berggren, Calvin
- arXiv
Simplified Models for Displaced Dark Matter Signatures
text, January 2017
- Buchmueller, Oliver; De Roeck, Albert; McCullough, Matthew
- arXiv
Works referencing / citing this record:
Strongly-interacting ultralight millicharged particles
journal, November 2021
- Alexander, Stephon; McDonough, Evan; Spergel, David N.
- Physics Letters B, Vol. 822
Perturbative benchmark models for a dark shower search program
text, January 2021
- Knapen, Simon; Shelton, Jessie; Xu, Dong
- arXiv
Multi-scalar signature of self-interacting dark matter in the NMSSM and beyond
text, January 2021
- Li, Jinmian; Pei, Junle; Zhang, Cong
- arXiv