Search Menu
DOE PAGES title logo U.S. Department of Energy
Office of Scientific and Technical Information
Search Scholarly Publications

Title: Permutationless many-jet event reconstruction with symmetry preserving attention networks

Journal Article · · Physical Review D
; ; ; ORCiD logo; ; ORCiD logo

Not Available

Research Organization:
Univ. of California, Irvine, CA (United States); Univ. of Washington, Seattle, WA (United States)
Sponsoring Organization:
Ministry of Science and Technology (MOST) of Taiwan; National Science Foundation (NSF); USDOE; USDOE Office of Science (SC)
Grant/Contract Number:
SC0009920; SC0015971
OSTI ID:
1872660
Journal Information:
Physical Review D, Journal Name: Physical Review D Journal Issue: 11 Vol. 105; ISSN PRVDAQ; ISSN 2470-0010
Publisher:
American Physical SocietyCopyright Statement
Country of Publication:
United States
Language:
English

References (34)

Search for resonances decaying into top-quark pairs using fully hadronic decays in pp collisions with ATLAS at $ \sqrt{s}=7 $ TeV journal January 2013
Energy flow networks: deep sets for particle jets journal January 2019
Measurements of top-quark pair single- and double-differential cross-sections in the all-hadronic channel in pp collisions at $$ \sqrt{\mathrm{s}} $$ = 13 TeV using the ATLAS detector journal January 2021
DELPHES 3: a modular framework for fast simulation of a generic collider experiment journal February 2014
Search for the Standard Model Higgs boson decaying into b b ¯ $$ b\overline{b} $$ produced in association with top quarks decaying hadronically in pp collisions at s = 8 $$ \sqrt{s}=8 $$ TeV with the ATLAS detector journal May 2016
Search for vector-like T quarks decaying to top quarks and Higgs bosons in the all-hadronic channel using jet substructure journal June 2015
The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations journal July 2014
Systematics of quark/gluon tagging journal July 2017
Top-quark mass measurement in the all-hadronic t t ¯ $$ t\overline{t} $$ decay channel at s = 8 $$ \sqrt{s}=8 $$ TeV with the ATLAS detector journal September 2017
The inner and outer approaches to the design of recursive neural architectures journal July 2017
An introduction to PYTHIA 8.2 journal June 2015
A likelihood-based reconstruction algorithm for top-quark pairs and the KLFitter framework
  • Erdmann, Johannes; Guindon, Stefan; Kröninger, Kevin
  • Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 748 https://doi.org/10.1016/j.nima.2014.02.029
journal June 2014
Measurement of the t t ‾ b b ‾ production cross section in the all-jet final state in pp collisions at s = 13  TeV journal April 2020
Jet substructure at the Large Hadron Collider: A review of recent advances in theory and machine learning journal November 2019
Sherpa: Robust hyperparameter optimization for machine learning journal July 2020
Solving the Rubik’s cube with deep reinforcement learning and search journal July 2019
The anti- k t jet clustering algorithm journal April 2008
From the bottom to the top—reconstruction of t t̄ events with deep learning journal November 2019
Identification of heavy, energetic, hadronically decaying particles using machine-learning techniques journal June 2020
Graph neural networks in particle physics journal January 2021
Review of Particle Physics journal August 2020
Measurement of differential t t ¯ production cross sections using top quarks at large transverse momenta in p p collisions at s = 13     TeV journal March 2021
Search for the standard model Higgs boson produced in association with top quarks and decaying into a b b ¯ pair in p p collisions at s = 13     TeV with the ATLAS detector journal April 2018
C P Properties of Higgs Boson Interactions with Top Quarks in the t t ¯ H and t H Processes Using H → γ γ with the ATLAS Detector journal August 2020
Ab initio solution of the many-electron Schrödinger equation with deep neural networks journal September 2020
A Comprehensive Survey on Graph Neural Networks journal January 2021
Boosted objects: a probe of beyond the standard model physics journal June 2011
FastJet user manual: (for version 3.0.2) journal March 2012
Measurement of the top quark mass in the all-jets final state at $$\sqrt{s}=13\,\text {TeV} $$ s = 13 TeV and combination with the lepton+jets channel journal April 2019
Performance of top-quark and $$\varvec{W}$$ W -boson tagging with ATLAS in Run 2 of the LHC journal April 2019
ATLAS b-jet identification performance and efficiency measurement with $$t{\bar{t}}$$tt¯ events in pp collisions at $$\sqrt{s}=13$$s=13 TeV journal November 2019
Measurements of top-quark pair differential and double-differential cross-sections in the $$\ell $$ℓ+jets channel with pp collisions at $$\sqrt{s}=13$$s=13 TeV using the ATLAS detector journal December 2019
Erratum to: Measurements of top-quark pair differential and double-differential cross-sections in the $$\ell $$+jets channel with pp collisions at $$\sqrt{s}=13$$ TeV using the ATLAS detector [Eur. Phys. J. C 79 (2019) 1028] journal November 2020
opt\_einsum - A Python package for optimizing contraction order for einsum-like expressions journal June 2018

Similar Records

Related Subjects

79 ASTRONOMY AND ASTROPHYSICS
Hadron-hadron interactions
hadronic decays
hardon colliders
heavy-particle decays
learning
particle decays
particle interactions
quantum chromodynamics
quark & gluon jets