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Accès ouvert déclaré 2025 article

A continuous calibration of the ATLAS flavour-tagging classifiers via optimal transportation maps

2Citations signalées, ce qui n’est pas une note de qualité
292Institutions déclarées
46Pays d’affiliation déclarés

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Le résumé fourni par la source

Abstract A calibration of the ATLAS flavour-tagging algorithms using a new calibration procedure based on optimal transportation maps is presented. Simultaneous, continuous corrections to the b -jet, c -jet, and light-flavour jet classification probabilities from jet-tagging algorithms in simulation are derived for b -jets using $$t\bar{t} \rightarrow e\mu \nu \nu bb$$ t t ¯ → e μ ν ν b b data. After application of the derived calibration maps, closure between simulation and observation is achieved for jet flavour observables used in ATLAS analyses of Large Hadron Collider (LHC) Run 2 proton-proton collision data. This continuous calibration opens up new possibilities for the future use of jet flavour information in LHC analyses and also serves as a guide for deriving high-dimensional corrections to simulation via transportation maps, an important development for a broad range of inference tasks.

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Le contrôle bibliographique ouvert

DOI retrouvé dans Crossref DOI retrouvé ; titre concordant.

Titre Crossref
A continuous calibration of the ATLAS flavour-tagging classifiers via optimal transportation maps
Date Crossref
10/11/2025
Éditeur
Springer Science and Business Media LLC
Type
journal-article

Ce recoupement confirme des métadonnées liées au DOI. Il ne confirme ni la méthode ni les conclusions de l’étude, et il ne compte pas comme une seconde source scientifique indépendante.

Les institutions déclarées

Aix-Marseille UniversitéCentre de physique des particules de MarseilleUniversity of BergenUniversity of OklahomaNew York University Abu DhabiNew York UniversityUniversity of GöttingenTU Dortmund UniversityBrookhaven National LaboratorySouthern Methodist UniversityMohammed V UniversityTel Aviv UniversityUniversidade Federal da BahiaTechnion – Israel Institute of TechnologyKing's College LondonIstituto Nazionale di Fisica Nucleare, Sezione di TriesteIstituto Nazionale di Fisica Nucleare, Gruppo Collegato di UdineHeidelberg UniversityLaboratoire d’Annecy de Physique des ParticulesUniversité Savoie Mont BlancSLAC National Accelerator LaboratoryUniversity of ManchesterNorthern Illinois UniversityIstanbul UniversityRutherford Appleton LaboratoryUniversity of California, Santa CruzFermi National Accelerator LaboratoryUniversity of ChicagoBarcelona Institute of Science and TechnologyInstitute of Science and TechnologyJohannes Gutenberg University MainzAlexandru Ioan Cuza UniversityAzerbaijan National Academy of SciencesEuropean Organization for Nuclear ResearchRoyal Holloway University of LondonZhengzhou UniversityUniversity of Rome Tor VergataIstituto Nazionale di Fisica Nucleare, Roma Tor VergataUniversitat de ValènciaUniversity of Hassan II CasablancaLund UniversityStony Brook UniversityWaseda UniversityUniversity of BonnBoğaziçi UniversityColumbia UniversityIstituto Nazionale di Fisica Nucleare, Sezione di BolognaUniversity of VictoriaIstituto Nazionale di Fisica Nucleare, Laboratori Nazionali di FrascatiLaboratoire de Physique Subatomique et de CosmologieInstitut des langues et cultures d'Europe, Amérique, Afrique, Asie et AustralieUniversité Grenoble AlpesUniversity of EdinburghOklahoma State UniversityOklahoma State University Oklahoma CityHoria Hulubei National Institute for R and D in Physics and Nuclear EngineeringFZU ‒ Institute of Physics of the Academy of Sciences of the Czech RepublicNational Technical University of AthensUniversity of GenevaUniversity of WarwickCzech Technical University in PragueImam Mohammad ibn Saud Islamic UniversityIslamic UniversityLancaster UniversityCalifornia State University SystemCalifornia State University, Long BeachUniversity of LiverpoolUniversity of JohannesburgIstituto Nazionale di Fisica Nucleare, Sezione di MilanoUniversité Paris-SaclayLaboratoire de Physique des 2 Infinis Irène Joliot-CurieUniversity of SussexUniversidad Técnica Federico Santa MaríaUniversity of BirminghamIstituto Nazionale di Fisica Nucleare, Sezione di NapoliConsejo Nacional de Investigaciones Científicas y TécnicasUniversidad Nacional de La PlataUniversity of WashingtonUniversidad Autónoma de MadridUniversidade Federal do Rio de JaneiroMcGill UniversityLudwig-Maximilians-Universität MünchenUniversity of MichiganUniversity of FreiburgUniversity of TorontoLIP - Laboratory of Instrumentation and Experimental Particle PhysicsAristotle University of ThessalonikiHigh Energy Accelerator Research OrganizationNational and Kapodistrian University of AthensUniversity of OsloUniversity of SheffieldThe University of Texas at AustinUniversity of GlasgowStockholm UniversityUniversity of MilanIstituto Nazionale di Fisica Nucleare, Sezione di PisaIstituto Nazionale di Fisica Nucleare, Sezione di Roma IThe University of TokyoDeutsches Elektronen-Synchrotron DESYBrandeis UniversityInstitute of Nuclear Physics, Polish Academy of SciencesDuke UniversityInstitute of Particle PhysicsUniversité de MontréalSapienza University of RomeObayashi (Japan)Nagoya UniversityOtsuka (Japan)Ochanomizu UniversityComenius University BratislavaUniversity of California, IrvineUniversity of Cape TownThe Polytechnic University of JapanUniversité Mohammed VI PolytechniqueCalifornia University of PennsylvaniaUniversity of PennsylvaniaSlovak Academy of SciencesInstitute of Experimental Physics of the Slovak Academy of SciencesCommissariat à l'Énergie Atomique et aux Énergies AlternativesCEA Paris-SaclayInstitut de Recherche sur les Lois Fondamentales de l'UniversUniversity of ThessalyCarleton UniversityTechnische Universität DresdenHumboldt-Universität zu BerlinQueen Mary University of LondonYale UniversityUniversity of BelgradeThe University of Texas at ArlingtonUniversity of BolognaUniversity of CambridgeUnited Arab Emirates UniversityUniversity of PittsburghThe University of MelbourneIstituto Nazionale di Fisica Nucleare, Sezione di GenovaUniversity of GenoaNational Institute for Subatomic PhysicsUniversity of AmsterdamMax Planck Institute for PhysicsPalacký University OlomoucUniversity of Science and Technology of ChinaChinese Academy of SciencesUniversity of OxfordInstitute of High Energy PhysicsUniversity College LondonAn-Najah National UniversityTRIUMFUniversity of British ColumbiaUniversity of SiegenUniversität InnsbruckInstituto de Física La PlataInstituto de Física de Buenos AiresUniversité Paris CitéSorbonne UniversitéLaboratoire de Physique Nucléaire et de Hautes ÉnergiesTufts UniversityUniversity of BernUniversity of FribourgUniversidade do Estado do Rio de JaneiroHarvard UniversityHarvard University PressUppsala UniversityLawrence Berkeley National LaboratoryCharles UniversityUniversity of WürzburgIstituto Nazionale di Fisica Nucleare, Sezione di Roma TreUniversity of WuppertalGaziantep UniversityWeizmann Institute of ScienceIstituto Nazionale di Fisica Nucleare, Gruppo Collegato di CosenzaUniversity of CalabriaUniversité Clermont AuvergneThe Ohio State UniversityUniversity of Massachusetts AmherstUniversity of OregonUniversity of TrentoIstituto Nazionale di Fisica Nucleare, Trento Institute for Fundamental Physics And ApplicationsMichigan State UniversityIndiana University BloomingtonIndiana UniversityYork UniversityUniversity of Illinois Urbana-ChampaignUniversity of Illinois SystemSimon Fraser UniversityBoston UniversityJustus-Liebig-Universität GießenUniversity of Chinese Academy of SciencesNanjing UniversityAnkara UniversityUniversity of CopenhagenWestmont CollegeRadboud University NijmegenUniversitat Autònoma de BarcelonaUniversity of MinhoUniversidad Nacional de ColombiaUniversidade Federal de Juiz de ForaTbilisi State UniversityArgonne National LaboratoryShanghai Jiao Tong UniversityKyoto UniversityCollaborative Innovation Center of Quantum MatterTsinghua UniversityUniversity of Wisconsin–MadisonChinese University of Hong KongUniversity of ArizonaNational Tsing Hua UniversityIstituto Nazionale di Fisica Nucleare, Sezione di LecceUniversity of LjubljanaUniversity of UdineUniversity of LisbonParthenope University of NaplesInstitute of Physics, Academia SinicaAcademia SinicaUniversity of SalentoRoma Tre UniversityPontificia Universidad Católica de ChileMillennium InstituteUniversity of BucharestUniversité Ibn-TofailUniversity of Hong KongThe Abdus Salam International Centre for Theoretical Physics (ICTP)Louisiana Tech UniversityShandong UniversityCentro Nacional de MicroelectrónicaInstitut de Microelectrònica de BarcelonaIstituto Nazionale di Fisica Nucleare, Sezione di PaviaThe University of AdelaideCity University of New YorkUniversity of CoimbraUniversity of the Philippines DilimanUniversity of the AegeanUniversity of PisaUniversity of SharjahUniversity of the WitwatersrandUniversity of New MexicoNational Centre of Scientific Research "Demokritos"Jagiellonian UniversityUniversity of AlbertaUniversity of GeorgiaWest University of TimişoaraInstitució Catalana de Recerca i Estudis AvançatsA. Alikhanyan National LaboratoryShinshu UniversityŌtani UniversityTechnical University of MunichOsaka University of EconomicsOsaka City UniversityOsaka Health Science UniversityThe University of OsakaUniversity of TsukubaNational University of Science and TechnologyUniversitatea Națională de Știință și Tehnologie Politehnica BucureștiAzerbaijan State University of EconomicsUniversidade de São PauloUniversity of PaviaYeditepe UniversityThe University of Texas at DallasIlia State UniversityUniversity of TarapacáIowa State UniversityUniversidad Andrés BelloKobe UniversityHellenic Open UniversityKTH Royal Institute of TechnologyUniversity of IowaPeking UniversityHong Kong University of Science and TechnologySun Yat-sen UniversityStellenbosch UniversityUniversité Fédérale de Toulouse Midi-PyrénéesLaboratoire des 2 Infinis ToulouseKyushu UniversityCalifornia State University, SacramentoPremier UniversityUniversity of Colorado BoulderUniversidad Antonio NariñoThe University of SydneyUniversität HamburgTransylvania University of BrașovNational Institute for Research and Development of Isotopic and Molecular TechnologiesInstituto de Física CorpuscularBulgarian Academy of SciencesInstitute for Nuclear Research and Nuclear EnergyWashington CollegeUniversity of West AtticaUniversity of La SerenaTOBB University of Economics and TechnologyStanford UniversityMongolian Academy of SciencesInstitute of Physics and TechnologyUniversity of California SystemUniversity of California, Berkeley

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Les sujets associés

Particle Detector Development and PerformanceParticle physics theoretical and experimental studiesDistributed and Parallel Computing Systems

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