skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Predictions for energy correlators probing substructure of groomed heavy quark jets

Journal Article · · Journal of High Energy Physics (Online)
ORCiD logo [1];  [2];  [1]
  1. Los Alamos National Lab. (LANL), Los Alamos, NM (United States). Theoretical Div., Group T-2
  2. Carnegie Mellon Univ., Pittsburgh, PA (United States). Dept. of Physics

We develop an effective field theory (EFT) framework to perform an analytic calculation for energy correlator observables computed on groomed heavy-quark jets. A soft-drop grooming algorithm is applied to a jet initiated by a massive quark to minimize soft contamination effects such as pile-up and multi-parton interactions. We specifically consider the two-particle energy correlator as an initial application of this EFT framework to compute heavy quark jet substructure. We find that there are different regimes for the event shapes, depending on the size of the measured correlator observable, that require the use of different EFT formulations, in which the quark mass and grooming parameters may be relevant or not. We use the EFT to resum large logarithms in the energy correlator observable in terms of the momentum of a reconstructed heavy hadron to NLL' accuracy and subsequently match it to a full QCD O(αs) cross section, which we also compute. We compare our predictions to simulations in Pythia for e+e collisions. We find a good agreement with partonic simulations, as well as hadronic ones with an appropriate shape function used to describe nonperturbative effects and the heavy quark hadron decay turned off. We also predict the scaling behavior for the leading nonperturbative power correction due to hadronization. Consequently, we can give a prediction for the energy correlator distribution at the level of the reconstructed heavy hadron. This work provides a general framework for the analysis of heavy quark jet substructure observables.

Research Organization:
Los Alamos National Laboratory (LANL), Los Alamos, NM (United States)
Sponsoring Organization:
USDOE Laboratory Directed Research and Development (LDRD) Program
Grant/Contract Number:
89233218CNA000001
OSTI ID:
1571592
Report Number(s):
LA-UR-18-24853; TRN: US2001286
Journal Information:
Journal of High Energy Physics (Online), Vol. 2019, Issue 9; ISSN 1029-8479
Publisher:
Springer BerlinCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 15 works
Citation information provided by
Web of Science

References (77)

Factorization for Jet Radius Logarithms in Jet Mass Spectra at the LHC text January 2016
Inverting the mass hierarchy of jet quenching effects with prompt $b$-jet substructure text January 2018
The anti- k t jet clustering algorithm journal April 2008
Gluon shadowing and jet quenching in A + A collisions at √ s =200 A GeV journal March 1992
Soft drop journal May 2014
Transverse Momentum Spectra at Threshold for Groomed Heavy Quark Jets text January 2018
Factorization for jet radius logarithms in jet mass spectra at the LHC text January 2016
Comparing and counting logs in direct and effective methods of QCD resummation journal April 2014
Factorization for groomed jet substructure beyond the next-to-leading logarithm text January 2016
Longitudinally-invariant k⊥-clustering algorithms for hadron-hadron collisions journal September 1993
Comment on Quark Masses in SCET text January 2003
New angles on energy correlation functions journal December 2016
Event shapes in e + e   annihilation and deep inelastic scattering journal February 2004
Factorization for groomed jet substructure beyond the next-to-leading logarithm journal July 2016
Factorization and Resummation for Massive Quark Effects in Exclusive Drell-Yan text January 2017
Heavy flavor in heavy-ion collisions at RHIC and RHIC II journal June 2008
Comment on quark masses in SCET journal July 2003
Jet-images: computer vision inspired techniques for jet tagging journal February 2015
Event shapes in e+e- annihilation and deep inelastic scattering text January 2003
An operator approach to weighted cross sections journal March 1980
Playing tag with ANN: boosted top identification with pattern recognition journal July 2015
Towards an understanding of jet substructure journal September 2013
Jet-Images: Computer Vision Inspired Techniques for Jet Tagging text January 2014
Comparing and Counting Logs in Direct and Effective Methods of Resummation text January 2014
Inverting the mass hierarchy of jet quenching effects with prompt b-jet substructure journal June 2019
Gaining (mutual) information about quark/gluon discrimination journal November 2014
The anti-k_t jet clustering algorithm text January 2008
Boosted top quark techniques and searches for tt̄ resonances at the LHC journal July 2013
Boosted Top Quarks, Top Pair Resonances, and Top Partner Searches at the LHC journal January 2013
Jet quenching in dense matter journal July 1990
Precision Jet Substructure from Boosted Event Shapes journal August 2012
Three-prong distribution of massive narrow QCD jets journal May 2013
Jet substructure with analytical methods journal November 2013
On jet substructure methods for signal jets journal August 2015
Power counting to better jet observables journal December 2014
Building a better boosted top tagger journal February 2015
Jet-images — deep learning edition journal July 2016
Jet substructure classification in high-energy physics with deep neural networks journal May 2016
Jet flavor classification in high-energy physics with deep neural networks journal December 2016
A study of jet mass distributions with grooming journal July 2017
Jet shape resummation using soft-collinear effective theory journal December 2014
Heavy-quark colorimetry of QCD matter journal November 2001
Jets from massive unstable particles: Top-mass determination journal April 2008
Top jets in the peak region: Factorization analysis with next-to-leading-log resummation journal June 2008
Principles of general final-state resummation and automated implementation journal March 2005
Jet substructure without trees journal June 2011
Energy correlation functions for jet substructure journal June 2013
Factorization and resummation for dijet invariant mass spectra journal April 2012
Jet shapes with the broadening axis journal April 2014
New clustering algorithm for multijet cross sections in e+e− annihilation journal October 1991
Successive combination jet algorithm for hadron collisions journal October 1993
Better jet clustering algorithms journal August 1997
Jet observables without jet algorithms journal April 2014
An effective field theory for collinear and soft gluons: Heavy to light decays journal May 2001
Invariant operators in collinear effective theory journal September 2001
Soft-collinear factorization in effective field theory journal February 2002
Hard scattering factorization from effective field theory journal July 2002
Soft-collinear effective theory and heavy-to-light currents beyond leading power journal November 2002
Heavy Quark Physics book January 2009
Weak decays of heavy mesons in the static quark approximation journal November 1989
Weak transition form factors between heavy mesons journal March 1990
Soft-collinear mode for jet cross sections in soft collinear effective theory journal January 2016
Effective Field Theory for Jet Processes journal May 2016
Consistent factorization of jet observables in exclusive multijet cross sections journal May 2010
Jet shapes and jet algorithms in SCET journal November 2010
Renormalization of the Wilson loops beyond the leading order journal January 1987
Factorization and momentum-space resummation in deep-inelastic scattering journal January 2007
Threshold Resummation in Momentum Space from Effective Field Theory journal August 2006
e+e− angularity distributions at NNLL′ accuracy journal January 2019
Calculation of power corrections to hadronic event shapes journal June 1995
Power corrections to event shape distributions journal July 1997
Momentum flow correlations from event shapes: Factorized soft gluons and soft-collinear effective theory journal January 2007
Jets and quantum field theory journal August 1996
Power corrections and nonlocal operators
  • Korchemsky, Gregory P.; Oderda, Gianluca; Sterman, George
  • The 5th international workshop on deep inelastic scattering and QCD, AIP Conference Proceedings https://doi.org/10.1063/1.53732
conference January 1997
Power corrections to event shapes and factorization journal August 1999
Energy flow in QCD and event shape functions journal August 2001
Factorization of e + e event shape distributions with hadronic final states in soft collinear effective theory journal August 2008

Cited By (1)

Nonperturbative Corrections to Soft Drop Jet Mass text January 2019

Figures / Tables (16)


Similar Records

Transverse momentum spectra at threshold for groomed heavy quark jets
Journal Article · Wed Oct 03 00:00:00 EDT 2018 · Journal of High Energy Physics (Online) · OSTI ID:1571592

Probing Transverse-Momentum Dependent Evolution With Groomed Jets
Journal Article · Thu Jul 26 00:00:00 EDT 2018 · Journal of High Energy Physics (Online) · OSTI ID:1571592

Jet energy drop
Journal Article · Thu Nov 05 00:00:00 EST 2020 · Journal of High Energy Physics (Online) · OSTI ID:1571592