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dc.contributor.authorConrad, Janet
dc.date.accessioned2022-04-04T16:49:37Z
dc.date.available2022-04-04T16:49:37Z
dc.date.issued2020
dc.identifier.urihttps://hdl.handle.net/1721.1/141649
dc.description.abstract© 2020 authors. Published by the American Physical Society. Published by the American Physical Society under the terms of the "https://creativecommons.org/licenses/by/4.0/"Creative Commons Attribution 4.0 International license. Further distribution of this work must maintain attribution to the author(s) and the published article's title, journal citation, and DOI. The Deep Underground Neutrino Experiment is a next-generation neutrino oscillation experiment that aims to measure CP-violation in the neutrino sector as part of a wider physics program. A deep learning approach based on a convolutional neural network has been developed to provide highly efficient and pure selections of electron neutrino and muon neutrino charged-current interactions. The electron neutrino (antineutrino) selection efficiency peaks at 90% (94%) and exceeds 85% (90%) for reconstructed neutrino energies between 2-5 GeV. The muon neutrino (antineutrino) event selection is found to have a maximum efficiency of 96% (97%) and exceeds 90% (95%) efficiency for reconstructed neutrino energies above 2 GeV. When considering all electron neutrino and antineutrino interactions as signal, a selection purity of 90% is achieved. These event selections are critical to maximize the sensitivity of the experiment to CP-violating effects.en_US
dc.language.isoen
dc.publisherAmerican Physical Society (APS)en_US
dc.relation.isversionof10.1103/PHYSREVD.102.092003en_US
dc.rightsCreative Commons Attribution 4.0 International licenseen_US
dc.rights.urihttps://creativecommons.org/licenses/by/4.0/en_US
dc.sourceAPSen_US
dc.titleNeutrino interaction classification with a convolutional neural network in the DUNE far detectoren_US
dc.typeArticleen_US
dc.identifier.citationConrad, Janet. 2020. "Neutrino interaction classification with a convolutional neural network in the DUNE far detector." Physical Review D, 102 (9).
dc.contributor.departmentMassachusetts Institute of Technology. Department of Physics
dc.relation.journalPhysical Review Den_US
dc.eprint.versionFinal published versionen_US
dc.type.urihttp://purl.org/eprint/type/JournalArticleen_US
eprint.statushttp://purl.org/eprint/status/PeerRevieweden_US
dc.date.updated2022-04-04T16:42:47Z
dspace.orderedauthorsAbi, B; Acciarri, R; Acero, MA; Adamov, G; Adams, D; Adinolfi, M; Ahmad, Z; Ahmed, J; Alion, T; Alonso Monsalve, S; Alt, C; Anderson, J; Andreopoulos, C; Andrews, MP; Andrianala, F; Andringa, S; Ankowski, A; Antonova, M; Antusch, S; Aranda-Fernandez, A; Ariga, A; Arnold, LO; Arroyave, MA; Asaadi, J; Aurisano, A; Aushev, V; Autiero, D; Azfar, F; Back, H; Back, JJ; Backhouse, C; Baesso, P; Bagby, L; Bajou, R; Balasubramanian, S; Baldi, P; Bambah, B; Barao, F; Barenboim, G; Barker, GJ; Barkhouse, W; Barnes, C; Barr, G; Barranco Monarca, J; Barros, N; Barrow, JL; Bashyal, A; Basque, V; Bay, F; Bazo Alba, JL; Beacom, JF; Bechetoille, E; Behera, B; Bellantoni, L; Bellettini, G; Bellini, V; Beltramello, O; Belver, D; Benekos, N; Bento Neves, F; Berger, J; Berkman, S; Bernardini, P; Berner, RM; Berns, H; Bertolucci, S; Betancourt, M; Bezawada, Y; Bhattacharjee, M; Bhuyan, B; Biagi, S; Bian, J; Biassoni, M; Biery, K; Bilki, B; Bishai, M; Bitadze, A; Blake, A; Blanco Siffert, B; 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dspace.date.submission2022-04-04T16:42:50Z
mit.journal.volume102en_US
mit.journal.issue9en_US
mit.licensePUBLISHER_CC
mit.metadata.statusAuthority Work and Publication Information Neededen_US


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