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AtlFast3: The Next Generation of Fast Simulation in ATLAS

dc.contributor.authorAad, G.
dc.contributor.authorAguilar Saavedra, Juan Antonio 
dc.contributor.authorRodríguez Chala, Mikael 
dc.contributor.authorAtlas Collaboration
dc.date.accessioned2022-04-05T10:53:12Z
dc.date.available2022-04-05T10:53:12Z
dc.date.issued2022-03-11
dc.identifier.citationAad, G., Abbott, B., Abbott, D.C. et al. AtlFast3: The Next Generation of Fast Simulation in ATLAS. Comput Softw Big Sci 6, 7 (2022). [https://doi.org/10.1007/s41781-021-00079-7]es_ES
dc.identifier.urihttp://hdl.handle.net/10481/74136
dc.descriptionWe acknowledge the support of ANPCyT, Argentina; YerPhI, Armenia; ARC, Australia; BMWFW and FWF, Austria; ANAS, Azerbaijan; SSTC, Belarus; CNPq and FAPESP, Brazil; NSERC, NRC and CFI, Canada; CERN; ANID, Chile; CAS, MOST and NSFC, China; Minciencias, Colombia; MSMT CR, MPO CR and VSC CR, Czech Republic; DNRF and DNSRC, Denmark; IN2P3-CNRS and CEA-DRF/IRFU, France; SRNSFG, Georgia; BMBF, HGF and MPG, Germany; GSRI, Greece; RGC and Hong Kong SAR, China; ISF and Benoziyo Center, Israel; INFN, Italy; MEXT and JSPS, Japan; CNRST, Morocco; NWO, Netherlands; RCN, Norway; MNiSW and NCN, Poland; FCT, Portugal; MNE/IFA, Romania; JINR; MES of Russia and NRC KI, Russian Federation; MESTD, Serbia; MSSR, Slovakia; ARRS and MIZŠ, Slovenia; DSI/NRF, South Africa; MICINN, Spain; SRC and Wallenberg Foundation, Sweden; SERI, SNSF and Cantons of Bern and Geneva, Switzerland; MOST, Taiwan; TAEK, Turkey; STFC, UK; DOE and NSF, USA. In addition, individual groups and members have received support from BCKDF, CANARIE, Compute Canada and CRC, Canada; COST, ERC, ERDF, Horizon 2020 and Marie Skłodowska-Curie Actions, European Union; Investissements d’Avenir Labex, Investissements d’Avenir Idex and ANR, France; DFG and AvH Foundation, Germany; Herakleitos, Thales and Aristeia programmes co-financed by EU-ESF and the Greek NSRF, Greece; BSF-NSF and GIF, Israel; Norwegian Financial Mechanism 2014-2021, Norway; La Caixa Banking Foundation, CERCA Programme Generalitat de Catalunya and PROMETEO and GenT Programmes Generalitat Valenciana, Spain; Göran Gustafssons Stiftelse, Sweden; The Royal Society and Leverhulme Trust, UK.es_ES
dc.descriptionData Availability Statement This manuscript has associated data in a data repository. [Author’s comment: “All ATLAS scientific output is published in journals, and preliminary results are made available in Conference Notes. All are openly available, without restriction on use by external parties beyond copyright law and the standard conditions agreed by CERN. Data associated with journal publications are also made available: tables and data from plots (e.g. cross section values, likelihood profiles, selection efficiencies, cross section limits, ...) are stored in appropriate repositories such as HEPDATA (http:// hepdata.cedar.ac.uk/). ATLAS also strives to make additional material related to the paper available that allows a reinterpretation of the data in the context of new theoretical models. For example, an extended encapsulation of the analysis is often provided for measurements in the framework of RIVET (http://rivet.hepforge.org/).” This information is taken from the ATLAS Data Access Policy, which is a public document that can be downloaded from http://opendata.cern.ch/record/ 413[opendata.cern.ch].]es_ES
dc.description.abstractThe ATLAS experiment at the Large Hadron Collider has a broad physics programme ranging from precision measurements to direct searches for new particles and newinteractions, requiring ever larger and ever more accurate datasets of simulated Monte Carlo events. Detector simulation with Geant4 is accurate but requires significant CPU resources. Over the past decade, ATLAS has developed and utilized tools that replace themostCPU-intensive component of the simulation—the calorimeter shower simulation—with faster simulation methods. Here, AtlFast3, the next generation of high-accuracy fast simulation in ATLAS, is introduced. AtlFast3 combines parameterized approaches with machine-learning techniques and is deployed to meet current and future computing challenges, and simulation needs of theATLAS experiment.With highly accurate performance and significantly improved modelling of substructure within jets,AtlFast3 can simulate large numbers of events for awide range of physics processes.es_ES
dc.description.sponsorshipANIDes_ES
dc.description.sponsorshipBSF-NSFes_ES
dc.description.sponsorshipCEA-DRFes_ES
dc.description.sponsorshipCantons of Bern and Genevaes_ES
dc.description.sponsorshipCzech Republices_ES
dc.description.sponsorshipDNSRC IN2P3-CNRSes_ES
dc.description.sponsorshipEU-ESFes_ES
dc.description.sponsorshipGIF, Israeles_ES
dc.description.sponsorshipGenT Programmes Generalitat Valenciana, Spaines_ES
dc.description.sponsorshipIRFUes_ES
dc.description.sponsorshipLa Caixa Banking Foundationes_ES
dc.description.sponsorshipMES of Russiaes_ES
dc.description.sponsorshipMESTDes_ES
dc.description.sponsorshipMIZŠes_ES
dc.description.sponsorshipMSMTes_ES
dc.description.sponsorshipMSSRes_ES
dc.description.sponsorshipNorwegian Financial Mechanism 2014-2021es_ES
dc.description.sponsorshipPROMETEOes_ES
dc.description.sponsorshipRGCes_ES
dc.description.sponsorshipVSC CRes_ES
dc.description.sponsorshipWallenberg Foundationes_ES
dc.description.sponsorshipNational Science Foundationes_ES
dc.description.sponsorshipU.S. Department of Energyes_ES
dc.description.sponsorshipAlexander von Humboldt-Stiftunges_ES
dc.description.sponsorshipCanariees_ES
dc.description.sponsorshipH2020 Marie Skłodowska-Curie Actionses_ES
dc.description.sponsorshipArizona-Nevada Academy of Sciencees_ES
dc.description.sponsorshipANASes_ES
dc.description.sponsorshipCERNes_ES
dc.description.sponsorshipCompute Canadaes_ES
dc.description.sponsorshipGöran Gustafssons Stiftelseres_ES
dc.description.sponsorshipNatural Sciences and Engineering Research Council of Canadaes_ES
dc.description.sponsorshipNational Research Council Canadaes_ES
dc.description.sponsorshipCanada Foundation for Innovationes_ES
dc.description.sponsorshipLeverhulme Trustes_ES
dc.description.sponsorshipRoyal Societyes_ES
dc.description.sponsorshipEuropean Research Counciles_ES
dc.description.sponsorshipEuropean Cooperation in Science and Technologyes_ES
dc.description.sponsorshipAustralian Research Counciles_ES
dc.description.sponsorshipNeurosurgical Research Foundationes_ES
dc.description.sponsorshipSingapore Eye Research Institutees_ES
dc.description.sponsorshipHelmholtz-Gemeinschaftes_ES
dc.description.sponsorshipDeutsche Forschungsgemeinschaftes_ES
dc.description.sponsorshipAgence Nationale de la Recherchees_ES
dc.description.sponsorshipJapan Society for the Promotion of Sciencees_ES
dc.description.sponsorshipMinistry of Education, Culture, Sports, Science and Technologyes_ES
dc.description.sponsorshipSchweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschunges_ES
dc.description.sponsorshipDanmarks Grundforskningsfondes_ES
dc.description.sponsorshipFundação de Amparo à Pesquisa do Estado de São Pauloes_ES
dc.description.sponsorshipNational Natural Science Foundation of Chinaes_ES
dc.description.sponsorshipFundação para a Ciência e a Tecnologiaes_ES
dc.description.sponsorshipBundesministerium für Bildung und Forschunges_ES
dc.description.sponsorshipChinese Academy of Scienceses_ES
dc.description.sponsorshipAustrian Science Fundes_ES
dc.description.sponsorshipGeneralitat de Catalunyaes_ES
dc.description.sponsorshipAgencia Nacional de Promoción Científica y Tecnológicaes_ES
dc.description.sponsorshipNederlandse Organisatie voor Wetenschappelijk Onderzoekes_ES
dc.description.sponsorshipBundesministerium für Wissenschaft, Forschung und Wirtschaftes_ES
dc.description.sponsorshipConselho Nacional de Desenvolvimento Científico e Tecnológicoes_ES
dc.description.sponsorshipJoint Institute for Nuclear Researches_ES
dc.description.sponsorshipNella and Leon Benoziyo Center for Neurological Diseases, Weizmann Institute of Sciencees_ES
dc.description.sponsorshipIsrael Science Foundationes_ES
dc.description.sponsorshipInstituto Nazionale di Fisica Nuclearees_ES
dc.description.sponsorshipNarodowe Centrum Naukies_ES
dc.description.sponsorshipJavna Agencija za Raziskovalno Dejavnost RSes_ES
dc.description.sponsorshipMinisterstwo Edukacji i Naukies_ES
dc.description.sponsorshipMinistry of Science and Technology, Taiwanes_ES
dc.description.sponsorshipMinisterio de Ciencia e Innovaciónes_ES
dc.description.sponsorshipCentre National pour la Recherche Scientifique et Techniquees_ES
dc.description.sponsorshipHorizon 2020es_ES
dc.description.sponsorshipBritish Columbia Knowledge Development Fundes_ES
dc.description.sponsorshipEuropean Regional Development Fundes_ES
dc.description.sponsorshipDefence Science Institutees_ES
dc.description.sponsorshipCouncil on grants of the President of the Russian Federationes_ES
dc.description.sponsorshipNational Research Center "Kurchatov Institute"es_ES
dc.language.isoenges_ES
dc.publisherSpringer Naturees_ES
dc.rightsAtribución 3.0 España*
dc.rights.urihttp://creativecommons.org/licenses/by/3.0/es/*
dc.titleAtlFast3: The Next Generation of Fast Simulation in ATLASes_ES
dc.typejournal articlees_ES
dc.rights.accessRightsopen accesses_ES
dc.identifier.doi10.1007/s41781-021-00079-7
dc.type.hasVersionVoRes_ES


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