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The reconstruction of the trajectories of charged particles, or track reconstruction, is a key computational challenge for particle and nuclear physics experiments.
“FASER: ForwArd Search ExpeRiment at the LHC”, 2019
Akitaka Ariga · 1901
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“Acts: A common tracking software”
Xiaocong Ai · 1910
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“Machine Analysis of Bubble Chamber Pictures”
P.V.C. Hough · 1959
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“A New Approach to Linear Filtering and Prediction Problems”
R.. Kalman · 1960
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H.. Rauch, F. Tung and C.. Striebel · 1965
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“Use of the Hough transformation to detect lines and curves in pictures”
R. Duda and P. Hart · 1972
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“A fast Runge-Kutta method for fitting tracks in a magnetic field”
Jan Myrheim and Lars Bugge · 1979
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“Neural networks and physical systems with emergent collective computational abilities”
J.J. Hopfield · 1982
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“Track Fitting With Multiple Scattering: A New Method”
Pierre Billoir · 1984
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“Application of Kalman filtering to track and vertex fitting”
R. Frühwirth · 1987
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“Progressive track recognition with a Kalman-like fitting procedure”
Pierre Billoir · 1989
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“Simultaneous pattern recognition and track fitting by the Kalman filtering method”
P. Billoir and S. Qian · 1990
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“Fast vertex fitting with a local parametrization of tracks”
P. Billoir and S. Qian · 1992
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“ROOT: An object oriented data analysis framework”
R. Brun and F. Rademakers · 1997
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“A concurrent track evolution algorithm for pattern recognition in the HERA-B main tracking system”
Rainer Mankel · 1997
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“Cramming More Components onto Integrated Circuits”
G.E. Moore · 1998
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“GAUDI - A software architecture and framework for building HEP data processing applications”
Guy Barrand · 2001
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“GEANT4: A Simulation toolkit”
Stefano Agostinelli · 2003
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“The ROOT geometry package”
R Brun, A Gheata and M Gheata · 2003
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“Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors”
Xiangyang Ju · 2003
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“The GeoModel Toolkit for Detector Description”, https://indico.cern.ch/event/0/contributions/1294152/ , 2004
Vakho Tsulaia and Joe Boudreau · 2004
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“On a fast, robust estimator of the mode: Comparisons to other robust estimators with applications”
David. Bickel and Rudolf Frühwirth · 2005
Earlier work this paper cites.
URL: http://cds.cern.ch/record/838359
“CMS: The computing project. Technical design report”, 2005 · 2005
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URL: http://cds.cern.ch/record/837738
“ATLAS computing: Technical design report”, 2005 · 2005
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“PYTHIA 6.4 physics and manual”
Torbjörn Sjöstrand, Stephen Mrenna and Peter Skands · 2006
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“Tracking with A Common Tracking Software”, 2020
Xiaocong Ai · 2007
Earlier work this paper cites.
“The PANDA experiment at FAIR”
Diego Bettoni · 2007
Cited alongside, same era.
“Requirements, Status, and Plans for Track Reconstruction at the sPHENIX Experiment”
Joseph. Osborn · 2007
Cited alongside, same era.
“The ATLAS Experiment at the CERN Large Hadron Collider”
G. Aad · 2008
Cited alongside, same era.
“The LHCb Detector at the LHC”
A. Alves · 2008
Cited alongside, same era.
“The CMS experiment at the CERN LHC”
S. Chatrchyan · 2008
Cited alongside, same era.
“The New ATLAS Track Reconstruction (NEWT)”
T Cornelissen et al · 2008
Cited alongside, same era.
URL: https://cds.cern.ch/record/2285585
“Technical Design Report for the ATLAS Inner Tracker Pixel Detector”, 2017 · 2017
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URL: https://cds.cern.ch/record/2257755
“Technical Design Report for the ATLAS Inner Tracker Strip Detector”, 2017 · 2017
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“SuperKEKB Collider”
Kazunori Akai, Kazuro Furukawa and Haruyo Koiso · 2018
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“CEPC Conceptual Design Report: Volume 1 - Accelerator”, 2018
The CEPC Study Group · 2018
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“CEPC Conceptual Design Report: Volume 2 - Physics & Detector”, 2018
The CEPC Study Group · 2018
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“FCC-hh: The Hadron Collider”
A. Abada · 2019
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“The Fast ATLAS Track Simulation (FATRAS)”, 2008
K Edmonds et al · 2008
Cited alongside, same era.
“Scalable Parallel Programming with CUDA: Is CUDA the Parallel Programming Model That Application Developers Have Been Waiting For?”
John Nickolls, Ian Buck, Michael Garland and Kevin Skadron · 2008
Cited alongside, same era.
“A brief introduction to PYTHIA 8.1”
Torbjörn Sjöstrand, Stephen Mrenna and Peter Skands · 2008
Cited alongside, same era.
“Track parameter propagation through the application of a new adaptive Runge-Kutta-Nyström method in the ATLAS experiment”
Esben Lund, Lars Bugge, Igor Gavrilenko and Are Strandlie · 2009
Cited alongside, same era.
“Belle II Technical Design Report”, 2010
T. Abe et al · 2010
Cited alongside, same era.
“Eigen v3”, http://eigen.tuxfamily.org, 2010
Gaël Guennebaud and Benoît Jacob · 2010
Cited alongside, same era.
Later among the works it cites.
“Similarity hashing for charged particle tracking”
Sabrina Amrouche et al · 2019
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Zenodo, 2019
“Athena” · 2019
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URL: https://cds.cern.ch/record/2670380
“Development of ATLAS Primary Vertex Reconstruction for LHC Run 3”, 2019 · 2019
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URL: https://cds.cern.ch/record/2669540
“Expected Tracking Performance of the ATLAS Inner Tracker at the HL-LHC”, 2019 · 2019
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“A New Golden Age for Computer Architecture”
John. Hennessy and David. Patterson · 2019
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“The TrackML high-energy physics tracking challenge on Kaggle”
Moritz Kiehn · 2019
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“Acts Project: v3.0.0”
Xiaocong Ai et al · 2020
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“The Tracking Machine Learning Challenge: Accuracy Phase”
Sabrina Amrouche et al · 2020
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“A Pattern Recognition Algorithm for Quantum Annealers”
Frederic Bapst et al · 2020
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“Track finding at Belle II”
Valerio Bertacchi · 2020
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“ATLAS HL-LHC Computing Conceptual Design Report”, 2020
P Calafiura, J Catmore, D Costanzo and A Di · 2020
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“The Acts project: track reconstruction software for HL-LHC and beyond”
Paul Gessinger et al · 2020
Later among the works it cites.
URL: https://cds.cern.ch/record/2719855
“Technical Design Report: A High-Granularity Timing Detector for the ATLAS Phase-II Upgrade”, 2020 · 2020
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“A GPU-based Kalman Filter for Track Fitting”, 2021
Xiaocong Ai et al · 2021
Closest in time.
“OpenDataDetector”
Corentin Allaire et al · 2021
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“The Tracking Machine Learning challenge : Throughput phase”, 2021
Sabrina Amrouche · 2021
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“Hashing and metric learning for charged particle tracking”
Sabrina Amrouche, Moritz Kiehn, Tobias Golling and Andreas Salzburger · 2021
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URL: https://cds.cern.ch/record/2751565
“Evolution of the CMS Computing Model towards Phase-2”, 2021 · 2021
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“Implementation of ACTS into sPHENIX track reconstruction”
Joseph. Osborn · 2021
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