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Simulation - Public Results

Introduction

In this page you can find links to the public papers and notes written to describe the ATLAS simulation, along with a number of papers, notes, and plots documenting its performance. For comments, feel free to contact the conveners, Tommaso Lari and John Chapman.

There are also a number of interesting simulation plots available from the Software and Computing public plots page.

Papers / CONF Notes / PUB Notes

Quick links: Papers Confnotes Pubnotes

Papers and publications of ATLAS physics and performance results (10 shown of 1048 total)   
(Full list of ATLAS papers, List/RSS from CDS)Hide table

Short Title Group Journal Reference Date √s (TeV) L Links



Conference (CONF) notes with preliminary results on data
(Full list of ATLAS CONF notes) Hide table
Short Title Group Document number Date √s (TeV) L Links



Public (PUB) notes with preliminary results on simulated data or interpretations
(Full list of ATLAS PUB notes) Hide table
Short Title Group Document number Date √s (TeV) Links



Public Plots

Short Title Reference Superseded
LPCC Fast Simulation Workshop: Geant4 Timing Vs EMEC EM Range Cut PLOT-SIMU-2021-09
The Fast Simulation Chain in the ATLAS experiment PLOT-SIMU-2021-08
FastChain plots for vCHEP2021 proceedings PLOT-SIMU-2021-06
FastChain plots for vCHEP 2021 PLOT-SIMU-2021-05
AtlFast3 plots for vCHEP 2021 PLOT-SIMU-2021-03
Studies of GEANT4 performance for different ATLAS detector geometries and code compilation methods for vCHEP 2021 PLOT-SIMU-2021-04
Comparison of Timepix Measurements with Geant4 Radiation Field Simulations for ATLAS Run-2 PLOT-SIMU-2021-02
Improvements in the FastCaloSim V2 energy parametrization and simulation PLOT-SIMU-2021-01
Comparison of electromagnetic shower-shape variables in Geant4 10.1 and 10.6 PLOT-EGAM-2020-01
Simulation plots on Birks law tuning for the 2020 simulation LPCC workshop PLOT-SIMU-2020-01
Measurements of Sensor Radiation Damage in the ATLAS Inner Detector using Leakage Currents: Public Plots for ICHEP 2020 PLOT-IDET-2020-01
Fluctuation models for the FastCaloSim lateral shower shape simulation PLOT-SIMU-2019-09
FastCaloSim V2 simulation plots for CHEP PLOT-SIMU-2019-08
VAE for photon shower simulation in ATLAS PLOT-SIMU-2019-07
Plots on fast simulation for NEC PLOT-SIMU-2019-06
Luminosity weighted distributions of the simulated mean number of interactions per crossing used in the MC16 Monte Carlo production campaign PLOT-DAPR-2019-01
ATLAS Simulation CPU Performance : Comparison between Geant4, ATLFAST-II and ATLFAST-IIF simulations of semi-leptonic $t\bar{t}$ events. PLOT-SIMU-2019-02
ATLAS Geant4 Performance Optimization Plots PLOT-SIMU-2019-01
Studies of VAE model for fastSim PLOT-SIMU-2019-03
Energy Resolution Plot for the Generative Adversarial Network simulating showers in the ATLAS calorimeter PLOT-SIMU-2019-04
MC+MC Pile-up Overlay Performance PLOT-SIM-2018-002
FastCaloSim Performance PLOT-SIM-2018-001
Comparison of the response of the ATLAS detector to electromagnetic processes in data at 8 TeV and simulation using different GEANT 4 setups ATL-PHYS-PUB-2014-003
Photon shower shapes Data/MC Comparisons from Z+gamma events ATL-COM-PHYS-2013-600
Data/MC Comparison for Calorimeter Shower Shapes of High Et Electrons ATL-COM-PHYS-2011-1299
Position Resolution of Photon Conversions ATL-COM-PHYS-2011-1305
Calorimeter Energy Response with Pi0->gamma gamma ATL-COM-PHYS-2011-1308
Photon conversion plots for Summer conferences 2011 ATL-COM-PHYS-2011-120
Impact of ATLAS quasi-stable particle simulation on quantities related to flavour tagging and tau reconstruction PLOT-FTAG-2020-002
Muon high pile up backgrounds data to MC comparison ATL-COM-MUON-2014-011
Muon Spectrometer radiation plots ATL-COM-MUON-2014-014
G4 Cavern Background simulation plots ATL-COM-MUON-2014-018
Muon Z Data/MC for high and low pile up ATL-COM-MUON-2014-021
Pixel clusters properties in 2012 ATL-COM-INDET-2014-010

Radiation Simulation

Public results on the radiation simulation in ATLAS are collected on the RadiationSimulationPublicResults page

Recent public talks / posters

https://indico.cern.ch/event/1087522/contributions/4621851/attachments/2350603/4009564/2021-11-22%20LPCC%20meeting%2C%20preprocessing.pdf

Conference/Workshop Talk Title Speaker Date
Simulation-Heavy Conferences
LPCC fast simulation workshop Data pre-processing in ATLAS Michele Faucci Giannelli Nov 2021
LPCC fast simulation workshop Tuning in ATLAS Michele Faucci Giannelli Nov 2021
LPCC fast simulation workshop Fast simulation applicability and accuracy in ATLAS Joshua Beirer Nov 2021
LPCC fast simulation workshop Validation in ATLAS Debajyoti Sengupta Nov 2021
LPCC fast simulation workshop Integration in ATLAS Michele Faucci Giannelli Nov 2021
LPCC fast simulation workshop Reusability and generalization in ATLAS Michele Faucci Giannelli Nov 2021
4th LHC simulation workshop Comparisons of Geant4 to ATLAS Tile Calorimeter Test Beam Data Tamar Zakareishvili Nov 2020
4th LHC simulation workshop Hadronic physics in ATLAS Christopher Young Nov 2020
4th LHC simulation workshop Electromagnetic physics in ATLAS Maarten Boonekamp Nov 2020
3rd LHC simulation workshop G4 & EM Physics Guillaume Unal Jun 2017
3rd LHC simulation workshop Hadronic Physics Peter Loch Jun 2017
3rd LHC simulation workshop Tracking Nora Pettersson Jun 2017
3rd LHC simulation workshop Muons William Leight Jun 2017
3rd LHC simulation workshop Pile up and overlay Tadej Novak Jun 2017
3rd LHC simulation workshop Long-lived particles Zach Marshall Jun 2017
IEE NSS/MIC Beam backgrounds Thanos Manousos Nov 2017
2nd LPCC Workshop ATLAS Tracking detectors (inner detector and muon spectrometer) Andreas Salzburger 18 March 2014
2nd LPCC Workshop ATLAS electromagnetic Physics Marco Delmastro 18 March 2014
2nd LPCC Workshop ATLAS Hadronic physics Zach Marshall 18 March 2014
2nd LPCC Workshop ATLAS Muon spectrometer cavern background Jochen Meyer 19 March 2014
2nd LPCC Workshop ATLAS pileup, overlay and cavern background Andy Haas 19 March 2014
2nd LPCC Workshop ATLAS Fast simulation and digitisation/reconstruction Robert Harrington 19 March 2014
1st LPCC Workshop Data and MC comparisons for inner detector tracking and vertexing Markus Juengst 6 Oct 2011
1st LPCC Workshop Data and MC comparisons for EM calorimeter, electrons and photons Olivier Arnaez 6 Oct 2011
1st LPCC Workshop Data and MC comparisons for hadronic calorimeters, jets and ETmiss Zach Marshall 6 Oct 2011
1st LPCC Workshop Data and MC comparisons for muon spectrometer, including cavern background Laura Jeanty 6 Oct 2011
1st LPCC Workshop Fast simulation, current status and plans Andreas Salzburger 7 Oct 2011 |
1st LPCC Workshop Overall simulation performance, including pile-up John Chapman 7 Oct 2011 |
Test Beam
4th LHC simulation workshop Comparisons of Geant4 to ATLAS Tile Calorimeter Test Beam Data Tamar Zakareishvili Nov 2020
Geant4 Hadronic Working Group Meeting Validation of Geant4 Version 10.1 with Beam-Test Data of the ATLAS Hadronic Endcap Calorimeter A. Kiryunin and P. Strizenec 21 Oct 2015
ICATPP 2011 Validation of the Local Hadronic Calibration Scheme of ATLAS with Combined Beam Test Data in the End-Cap and Forward Regions of ATLAS A. Kiryunin and P. Strizenec 4 Oct 2011
Single Hadron
Pisa Meeting on Advanced Detectors Single hadron response measurements in ATLAS M J Sousa Poster, 20-26 May 2012
ICHEP 2010 Single isolated hadron response and determination of the jet energy scale uncertainty with the ATLAS detector I Vivarelli Poster, 22-28 July 2010
Calor 2010 Hadron response and shower development in the ATLAS calorimeters M Simonyan 11 May 2010
Calor 2010 Response of single isolated hadrons in the ATLAS calorimeter M Simonyan 13 May 2010
ICATPP 2011 Validation of the hadronic calibration of the ATLAS calorimeter with testbeam data corresponding to the pseudorapidity range 2.5<abs(eta)<4.0 G Pospelov 5-9 Oct 2009
General Simulation
vCHEP 2021 Studies of GEANT4 performance for different ATLAS detector geometries and code compilation methods Caterina Marcon May 2021
CHEP 2019 Multithreaded simulation for ATLAS: challenges and validation strategy (PROC) Marilena Bandieramonte Nov 2019
CHEP 2019 FullSimLight: ATLAS standalone Geant4 simulation Marilena Bandieramonte Nov 2019
CHEP 2019 Geant4 performance optimization in the ATLAS experiment (PROC) Miha Muskinja Nov 2019
CHEP 2016 New Simulation Andrea Dotti Oct. 2016
CHEP 2016 Multi-threading KNL (PROC) Steve Farrell Oct. 2016
Calor 2014 ATLAS Tile Calorimeter: simulation and validation of the response J Faltova 6-11 April 2014
109th LHCC The ATLAS Integrated Simulation Framework E Ritsch Poster, 13 March 2013
TRDs for the 3rd Millenium Simulation Transition Radiation and Electron Identification Ability of the ATLAS Transition Radiation Tracker E Klinkby 14-16 Sept. 2011
IEEE 2010 Simulation strategies for the LHC ATLAS experiment (PROC) A Buckley 2 Nov 2010
ICHEP 2007 ATLAS Simulation readiness for first data at LHC (PROC) A Rimoldi 2-7 Sept 2007
CHEP 2006 The ATLAS Simulation : an LHC Challenge (PROC) A Rimoldi 13 Feb 2006
CHEP 2004 The Simulation of the ATLAS Experiment : Present Status and Outlook (PROC) A Rimoldi 27 Sept - 1 Oct 2004
CHEP 2003 The full detector simulation for the Atlas experiment: status and outlook (PROC) A Rimoldi March 2003
Upgrade
IEEE 2013 ATLAS Inner Tracker Upgrade Simulation for High-Luminosity LHC I-M Gregor 27 Oct-2 Nov 2013
IEEE 2012 Simulation Studies for a new ATLAS Inner Detector for the High-Luminosity LHC N Styles 2 Nov 2012
Vertex 2012 Radiation background simulation and verification at the LHC and its upgrades I Dawson 18 Sept 2012
FCiPP 2011 Issues with Simulating Events at High Luminosity in ATLAS J Chapman 15 June 2011
Fast Simulation
ACAT 2021 AtlFast3: the Next Generation of Fast Simulation in ATLAS Joshua Falco Beirer November 2021
vCHEP 2021 AtlFast3: Next Generation of Fast Simulation in ATLAS Hasib Ahmed May 2021
vCHEP 2021 Porting HEP Parameterized Calorimeter Simulation Code to GPUs Charles Leggett May 2021
vCHEP 2021 The Fast Simulation Chain in the ATLAS experiment Martina Javurkova May 2021
ML4Jets2020 Fast Calorimeter Simulation in ATLAS with DNNs Dalila Salamani Jan 2020
ML4Jets2020 Fast Calorimeter Simulation in ATLAS: FastCaloSimV2 Sean Gasiorowski Jan 2020
CHEP 2019 Poster: Fast Calorimeter Simulation in ATLAS (PROC) Sean Gasiorowski Nov 2019
CHEP 2019 Poster: Deep Generative Models for Fast Shower Simulation with the ATLAS Experiment Johnny Raine Nov 2019
CHEP 2019 Fast simulation methods in ATLAS Johnny Raine Nov 2019
NEC 2019 Fast simulation in ATLAS Michele Faucci Giannelli Oct 2019
3rd IML Workshop Deep generative models for fast shower simulation in ATLAS Aishik Ghosh Apr 2019
ACAT 2019 Poster: Deep generative models for fast shower simulation in ATLAS Aishik Ghosh Mar 2019
CHEP 2018 The new ATLAS Fast Calorimeter Simulation Jana Schaarschmidt Jul 1018
ICHEP 2018 New approaches using machine learning for fast shower simulation in ATLAS Hasib Ahmed Jul 1018
CALOR 2018 New Fast Calorimeter Simulation in ATLAS Michele Faucci Giannelli May 2018
LHCC Poster session FastCaloSim Petr Jacka Feb 2018
ACAT 2017 FastCaloSim (PROC) Jana Schaarschmidt Aug 2017
CCP 2017 FastCaloSim Hasib Ahmed Jul 2017
EPS 2017 FastCaloSim Matt Heath ul 2017
CHEP 2016 FastCaloSim (PROC) Jana Schaarschmidt Oct. 2016
CHEP 2016 FastChain (PROC) Artem Basalaev/Zach Marshall Oct. 2016
CHEP 2016 Frozen Showers Ksenia Gasnikova Oct. 2016
ACAT 2016 Upgrading the ATLAS Fast Calorimeter Simulation (PROC) Z Hubacek 18-20 Jan 2016
CHEP 2015 The ATLAS Fast Monte Carlo Production Chain Project R Jansky 13-17 April 2015
CHEP 2013 Concepts for fast large scale Monte Carlo production for the ATLAS experiment C Debenedetti 17 Oct 2013
ACAT2013 Concepts and Plans towards fast large scale Monte Carlo production for the ATLAS Experiment (PROC) E Ritsch 18 May 2013
IEEE 2012 Atlfast-II and the Integrated Simulation Framework R D Harrington 28 Oct-3 Nov 2012
CHEP 2012 Fast simulation for ATLAS: Atlfast-II and ISF (PROC) W Lukas Poster, 21-25 May 2012
IEEE 2010 The ATLAS Fast Track Simulation Project (FATRAS) S Todorova 30 Oct-6 Nov 2010
CHEP 2010 The ATLAS fast calorimeter simulation FastCaloSim T Yamanaka Poster, 18-22 Oct 2010
ICATPP The Geant4-Based ATLAS Fast Electromagnetic Shower Simulation (PROC) Z Marshall 8-12 Oct 2007
Digitization and Pileup
CHEP 2018 New Techniques for Pile-up Simulation in ATLAS (PROC) Tadej Novak Jul 2018
CHEP 2016 Overlay (PROC) Andy Haas Oct. 2016
CHEP 2013 Simulation of Pile-up in the ATLAS Experiment Z Marshall 15 Oct 2013
IEEE 2012 Methods and computing challenges of the realistic simulation of physics events in the presence of pile-up in the ATLAS experiment J D Chapman 28 Oct-3 Nov 2012
CHEP 2012 Simulation of physics in the presence of pile-up at the ATLAS experiment A Haas Poster, 21-25 May 2012
CHEP 2009 The ATLAS Detector Digitization Project for 2009 data taking (PROC) J DChapman Poster, 21-27 March 2009

Theses

Ref Code Thesis Title Author Date
CERN-THESIS-2013-194 Truth Seeded Reconstruction for Fast Simulation in the ATLAS Experiment R Jansky Sept 2013
CERN-THESIS-2014-371 ATLAS Detector Simulation in the Integrated Simulation Framework applied to the W Boson Mass Measurement E Ritsch Feb 2015
CERN-THESIS-2016-134 Performance Optimization of the ATLAS Detector Simulation M Errenst Sept 2016


Responsible: ZacharyMarshall
Subject: public

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Topic revision: r59 - 2022-05-16 - GianlucaPicco
 
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