Enhancing neutrino event reconstruction with pixel-based 3D readout for liquid argon time projection chambers

Registro completo de metadados
MetadadosDescriçãoIdioma
Autor(es): dc.contributorArgonne Natl Lab-
Autor(es): dc.contributorFermilab Natl Accelerator Lab-
Autor(es): dc.contributorHarvard Univ-
Autor(es): dc.contributorUniv Texas Arlington-
Autor(es): dc.contributorPacific Northwest Natl Lab-
Autor(es): dc.contributorUniversidade Estadual Paulista (Unesp)-
Autor(es): dc.creatorAdams, C.-
Autor(es): dc.creatorDel Tutto, M.-
Autor(es): dc.creatorAsaadi, J.-
Autor(es): dc.creatorBernstein, M.-
Autor(es): dc.creatorChurch, E.-
Autor(es): dc.creatorGuenette, R.-
Autor(es): dc.creatorRojas, J. M. [UNESP]-
Autor(es): dc.creatorSullivan, H.-
Autor(es): dc.creatorTripathi, A.-
Data de aceite: dc.date.accessioned2022-02-22T00:10:45Z-
Data de disponibilização: dc.date.available2022-02-22T00:10:45Z-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2020-12-09-
Data de envio: dc.date.issued2020-04-01-
Fonte completa do material: dc.identifierhttp://dx.doi.org/10.1088/1748-0221/15/04/P04009-
Fonte completa do material: dc.identifierhttp://hdl.handle.net/11449/196900-
Fonte: dc.identifier.urihttp://educapes.capes.gov.br/handle/11449/196900-
Descrição: dc.descriptionIn this paper we explore the potential improvements in neutrino event reconstruction that a 3D pixelated readout could offer over a 2D projective wire readout for liquid argon time projection chambers. We simulate and study events in two generic, idealized detector configurations for these two designs, classifying events in each sample with deep convolutional neural networks to compare the best 2D results to the best 3D results. In almost all cases we find that the 3D readout provides better reconstruction efficiency and purity than the 2D projective wire readout, with the advantages of 3D being particularly evident in more complex topologies, such as electron neutrino charged current events. We conclude that the use of a 3D pixelated detector could significantly enhance the reach and impact of future liquid argon TPC experiments physics program, such as DUNE.-
Descrição: dc.descriptionDOE Office of Science User Facility-
Descrição: dc.descriptionOffice of Science of the U.S. Department of Energy-
Descrição: dc.descriptionArgonne Natl Lab, Lemont, IL 60439 USA-
Descrição: dc.descriptionFermilab Natl Accelerator Lab, POB 500, Batavia, IL 60510 USA-
Descrição: dc.descriptionHarvard Univ, Cambridge, MA 02138 USA-
Descrição: dc.descriptionUniv Texas Arlington, Arlington, TX 76019 USA-
Descrição: dc.descriptionPacific Northwest Natl Lab, Richland, WA 99352 USA-
Descrição: dc.descriptionUniv Estadual Paulista, SAIFR, ICTP, IFT, Sao Paulo, Brazil-
Descrição: dc.descriptionUniv Estadual Paulista, SAIFR, ICTP, IFT, Sao Paulo, Brazil-
Descrição: dc.descriptionDOE Office of Science User Facility: DE-AC02-06CH11357-
Descrição: dc.descriptionOffice of Science of the U.S. Department of Energy: DE-SC0020065-
Descrição: dc.descriptionOffice of Science of the U.S. Department of Energy: DE-AC05-00OR22725-
Formato: dc.format25-
Idioma: dc.languageen-
Publicador: dc.publisherIop Publishing Ltd-
Relação: dc.relationJournal Of Instrumentation-
???dc.source???: dc.sourceWeb of Science-
Palavras-chave: dc.subjectElectronic detector readout concepts (gas, liquid)-
Palavras-chave: dc.subjectTime projection chambers-
Título: dc.titleEnhancing neutrino event reconstruction with pixel-based 3D readout for liquid argon time projection chambers-
Tipo de arquivo: dc.typelivro digital-
Aparece nas coleções:Repositório Institucional - Unesp

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