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Title: Jet flavor classification in high-energy physics with deep neural networks

Journal Article · · Physical Review D

Sponsoring Organization:
USDOE
OSTI ID:
1334226
Journal Information:
Physical Review D, Journal Name: Physical Review D Vol. 94 Journal Issue: 11; ISSN 2470-0010
Publisher:
American Physical SocietyCopyright Statement
Country of Publication:
United States
Language:
English
Citation Metrics:
Cited by: 102 works
Citation information provided by
Web of Science

References (20)

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A search for top squarks with R-parity-violating decays to all-hadronic final states with the ATLAS detector in s = 8 $$ \sqrt{s}=8 $$ TeV proton-proton collisions journal June 2016
Deep architectures for protein contact map prediction journal July 2012
RAVE—A Detector-Independent Toolkit to Reconstruct Vertices journal April 2011
Search for single production of a vector-like quark via a heavy gluon in the 4b final state with the ATLAS detector in pp collisions at s = 8   TeV journal July 2016
Jet substructure classification in high-energy physics with deep neural networks journal May 2016
Identification of b-quark jets with the CMS experiment journal April 2013
Enhanced Higgs Boson to τ + τ Search with Deep Learning journal March 2015
PYTHIA 6.4 physics and manual journal May 2006
A general framework for adaptive processing of data structures journal January 1998
The automated computation of tree-level and next-to-leading order differential cross sections, and their matching to parton shower simulations journal July 2014
Learning to Forget: Continual Prediction with LSTM journal October 2000
FastJet user manual: (for version 3.0.2) journal March 2012
Searching for exotic particles in high-energy physics with deep learning journal July 2014
Deep Architectures and Deep Learning in Chemoinformatics: The Prediction of Aqueous Solubility for Drug-Like Molecules journal July 2013
The ATLAS Experiment at the CERN Large Hadron Collider journal August 2008
The dropout learning algorithm journal May 2014
Performance of b -jet identification in the ATLAS experiment journal January 2016

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