Year: 2026
Type: article
Abstract: This paper reports on the capabilities in reconstructing and identifying atmospheric neutrino interactions in one of the Deep Underground Neutrino Experiment’s (DUNE) far detector modules, a liquid argon time projection chamber (LArTPC) with horizontal drift (FD-HD) of ionization electrons. The reconstruction is based upon the workflow developed for DUNE’s long-baseline oscillation analysis, with some necessary machine-learning models’ retraining and the addition of features relevant only to atmospheric neutrinos such as the neutrino direction reconstruction. Where relevant, the impact of the detection of the charged particles of the hadronic system is emphasized, and comparisons are carried out between the case when lepton-only information is considered in the reconstruction (as is the case for many neutrino oscillation experiments), versus when all particles identified in the LArTPC were included. Three neutrino direction reconstruction methods have been developed and studied for the atmospheric analyses: using lepton-only information, using all reconstructed particles, and using only correlations from reconstructed hits. The results indicate that incorporating more than just lepton information significantly improves the resolution of both neutrino direction and energy reconstruction. The angle reconstruction algorithms developed in this work result in no strong dependence on particle direction for reconstruction efficiencies or neutrino flavor identification. This comprehensive review of the reconstruction of atmospheric neutrinos in DUNE’s FD-HD LArTPC is the first step towards developing a first neutrino oscillation sensitivity analysis, which will ready DUNE for its first measurements.
Source: The European Physical Journal C
Authors: S. Abbaslu, F. Abd Alrahman, A. Abed Abud, R. Acciarri, L. P. Accorsi, M. A. Acero, M. R. Adames, G. Adamov, M. Adamowski, C. Adriano, F. Akbar, F. Alemanno, N. S. Alex, K. Allison, M. Alrashed, A. Alton, R. Alvarez, T. Alves, A. Aman, H. Amar, P. Amedo, J. Anderson, D. A. Andrade, C. Andreopoulos, M. Andreotti, M. P. Andrews, F. Andrianala, S. Andringa, F. Anjarazafy, S. Ansarifard, D. Antic, M. Antoniassi, A. Aranda-Fernandez, T. Araya-Santander, L. Arellano, E. Arrieta Diaz, M. A. Arroyave, M. Arteropons, J. Asaadi, M. Ascencio, A. Ashkenazi, D. Asner, L. Asquith, E. Atkin, D. Auguste, A. Aurisano, V. Aushev, D. Autiero, D. Ávila Gómez, M. B. Azam, F. Azfar, A. Back, J. J. Back, Y. Bae, I. Bagaturia, L. Bagby, D. Baigarashev, S. Balasubramanian, A. Balboni, P. Baldi, W. Baldini, J. Baldonedo, B. Baller, B. Bambah, F. Barao, D. Barbu, G. Barenboim, P. Barham Alzás, G. J. Barker, W. Barkhouse, G. Barr, A. Barros, N. Barros, D. Barrow, J. L. Barrow, A. Basharina-Freshville, A. Bashyal, V. Basque, M. Bassani, D. Basu, C. Batchelor, L. Bathe-Peters, J. B. R. Battat, F. Battisti, J. Bautista, F. Bay, J. L. L. Bazo Alba, J. F. Beacom, E. Bechetoille, B. Behera, E. Belchior, B. Bell, G. Bell, L. Bellantoni, G. Bellettini, V. Bellini, O. Beltramello, A. Belyaev, C. Benitez Montiel, D. Benjamin, F. Bento Neves, J. Berger, S. Berkman, J. Bermudez, J. Bernal, P. Bernardini, A. Bersani, E. Bertholet, E. Bertolini, S. Bertolucci, M. Betancourt, A. Betancur Rodríguez, Y. Bezawada, A. T. Bezerra, A. Bhat, V. Bhatnagar, M. Bhattacharjee, S. Bhattacharjee, M. Bhattacharya, S. Bhuller, B. Bhuyan, S. Biagi, J. Bian, K. Biery, B. Bilki, M. Bishai, P. Bishop, A. Blake, F. D. Blaszczyk, G. C. Blazey, E. Blucher, A. Bodek, B. Bogart, J. Boissevain, S. Bolognesi, T. Bolton, L. Bomben, M. Bonesini, C. Bonilla-Diaz, A. Booth, F. Boran, C. Borden, R. Borges Merlo, N. Bostan, G. Botogoske, B. Bottino, R. Bouet, J. Boza, J. Bracinik, B. Brahma, D. 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Zummo, V. Zutshi, R. Zwaska
Institutions: Institute for Research in Fundamental Sciences, University of Houston, European Organization for Nuclear Research, Universidade Tecnológica Federal do Paraná, University of Atlántico, Georgian Technical University, Fermi National Accelerator Laboratory, Universidade Estadual de Campinas (UNICAMP), University of Rochester, Istituto Nazionale di Fisica Nucleare, Sezione di Lecce, University of Colorado Boulder, Kansas State University, Augustana University, Centro de Investigaciones Energéticas, Medioambientales y Tecnológicas, Imperial College London, Florida State University, Consejo Superior de Investigaciones Científicas, Universitat de València, Instituto de Física Corpuscular, Universidade de Santiago de Compostela, Argonne National Laboratory, Illinois Institute of Technology, University of Liverpool, University of Ferrara, Istituto Nazionale di Fisica Nucleare, Sezione di Ferrara, University of Antananarivo, LIP - Laboratory of Instrumentation and Experimental Particle Physics, University of Bristol, Universidad de Colima, Universidad Católica del Norte, University of Manchester, University of Magdalena, University of Padua, The University of Texas at Arlington, Iowa State University, Tel Aviv University, Brookhaven National Laboratory, University of Sussex, Centre National de la Recherche Scientifique, Université Paris-Saclay, Institut National de Physique Nucléaire et de Physique des Particules, Laboratoire de Physique des 2 Infinis Irène Joliot-Curie, University of Cincinnati, Taras Shevchenko National University of Kyiv, Institut de Physique des 2 Infinis de Lyon, EIA University, University of Oxford, Indiana University, University of Warwick, University of Minnesota, Institute of Nuclear Physics, University of California, Irvine, Universidade de Vigo, University of Hyderabad, University of Lisbon, University of Bucharest, University of North Dakota, University College London, Istituto Nazionale di Fisica Nucleare, Sezione di Milano, Northern Illinois University, University of Edinburgh, Wellesley College, Istituto Nazionale di Fisica Nucleare, Sezione di Bologna, Antalya Bilim Üniversitesi, Antalya Bilim University, Pontificia Universidad Católica del Perú, The Ohio State University, South Dakota School of Mines and Technology, Louisiana State University, Drexel University, Daresbury Laboratory, University of Pisa, Istituto Nazionale di Fisica Nucleare, Istituto Nazionale di Fisica Nucleare, Sezione di Pisa, University of Catania, Istituto Nazionale di Fisica Nucleare, Sezione di Catania, Institute for Theoretical Physics and Modeling, Universidad Nacional de Asunción, Michigan State University, Istituto Nazionale di Fisica Nucleare, Sezione di Padova, University of Salento, Istituto Nazionale di Fisica Nucleare, Sezione di Genova, Istituto Nazionale di Fisica Nucleare, Sezione di Milano Bicocca, University of Bologna, University of California, Davis, Universidade Federal de Alfenas, University of Chicago, Panjab University, Indian Institute of Technology Guwahati, Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali del Sud, University of Iowa, Beykent University, William & Mary, Lancaster University, University of Michigan, Los Alamos National Laboratory, Commissariat à l'Énergie Atomique et aux Énergies Alternatives, CEA Paris-Saclay - Etablissement de Saclay, Institut de Recherche sur les Lois Fondamentales de l'Univers, University of Insubria, University of Milano-Bicocca, Queen Mary University of London, Istituto Nazionale di Fisica Nucleare, Sezione di Napoli, University of Genoa, Laboratoire de Physique des deux infinis Bordeaux, University of Birmingham, Indian Institute of Technology Hyderabad, University of Kansas, University of Bern, Wichita State University, Oregon State University, University of Pittsburgh, Virginia Tech, Johannes Gutenberg University Mainz, University of California, Santa Barbara, University of Wisconsin–Madison, Royal Holloway University of London, Universidad Antonio Nariño, Universidad de Antioquia, National University of Engineering, Centro de Investigación y de Estudios Avanzados del Instituto Politécnico Nacional, International Research Laboratory in Particle Physics and Cosmology, Lawrence Berkeley National Laboratory, Physical Research Laboratory, University of Toronto, SLAC National Accelerator Laboratory, Columbia University, Korea Institute of Science & Technology Information, Ulsan National Institute of Science and Technology, Pacific Northwest National Laboratory, Université Paris Cité, Institut polytechnique de Grenoble, Université Grenoble Alpes, Massachusetts Institute of Technology, Istituto Nazionale di Fisica Nucleare, Roma Tor Vergata, Stony Brook University, Istituto Nazionale di Fisica Nucleare, Sezione di Pavia, University of Parma, University of California, Riverside, Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali di Frascati, Centro Brasileiro de Pesquisas Físicas, Universidade Federal do Rio de Janeiro, University of Mississippi, National Institute for Subatomic Physics, University of Amsterdam, Northwestern University, Laboratoire d’Annecy de Physique des Particules, Université Savoie Mont Blanc, University of Pennsylvania, Valley City State University, University of Cambridge, Rutherford Appleton Laboratory, University of Hawaiʻi at Mānoa, University of Hawaii System, Universidade Federal de São Paulo, California Institute of Technology, University of Naples Federico II, Istituto Nazionale di Fisica Nucleare, Sezione di Roma I, Sapienza University of Rome, Texas A&M University, Rutgers, The State University of New Jersey, University of Sheffield, Universidad de Guanajuato, Czech Technical University in Prague, University of Notre Dame, Czech Academy of Sciences, Syracuse University, Radboud University Nijmegen, Duke University, Durham University, University of Florida, Tufts University, Harish-Chandra Research Institute, Universidad de Granada, South Dakota State University, Universidade Federal de Goiás, Sergio Arboleda University, University of Minnesota, Duluth, Boston University, Universidade Federal Fluminense, University of California, Berkeley, University of Warsaw, Indian Institute of Technology Kanpur, University of Puerto Rico System, Chung-Ang University, York University, High Energy Accelerator Research Organization, Yale University, Rice University, Dordt University, Iwate University, University at Albany, State University of New York, Jackson State University, University of South Carolina, University of Novi Sad, Erciyes University, Jawaharlal Nehru University, The University of Texas at Austin, University of Milan, Hong Kong University of Science and Technology, Instituto Tecnológico de Aeronáutica, National and Kapodistrian University of Athens, University of Pavia, Pennsylvania State University, Universidade Federal do ABC, Eötvös Loránd University, University of Lucknow, Comisión Nacional de Investigación y Desarrollo Aeroespacial, Istituto Nazionale di Fisica Nucleare, Sezione di Torino, Centro de Tecnologia da Informação Renato Archer, Gran Sasso Science Institute, University of Arizona, Punjab Agricultural University, Jeonbuk National University, Central University of South Bihar, National University of San Marcos, Charles University, National Institute of Science Education and Research, Texas A&M University – Corpus Christi, Universidad de Medellín, Idaho State University, University of Jyväskylä, Kavli Institute for the Physics and Mathematics of the Universe, Istituto Nazionale di Fisica Nucleare, Laboratori Nazionali del Gran Sasso, University of California, Los Angeles, Chinese Academy of Sciences
Language: English
Topic: Neutrino Physics Research
Subfield: Nuclear and High Energy Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: diamond
Funders: National Science Foundation, U.S. Department of Energy, CERN, UK Research and Innovation, Royal Society, European Commission, Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung, Fundação de Amparo à Pesquisa do Estado de São Paulo, Ministerstvo Školství, Mládeže a Tělovýchovy, Generalitat Valenciana, Conselho Nacional de Desenvolvimento Científico e Tecnológico, Türkiye Bilimsel ve Teknolojik Araştırma Kurumu, Fundação Carlos Chagas Filho de Amparo à Pesquisa do Estado do Rio de Janeiro, Centre National de la Recherche Scientifique, Ministerio de Ciencia e Innovación, Fundação de Amparo à Pesquisa do Estado de Goiás, Xunta de Galicia, Junta de Andalucía, Agencia Nacional de Investigación y Desarrollo, Office of Science, HORIZON EUROPE Framework Programme, Natural Sciences and Engineering Research Council of Canada, Science and Technology Facilities Council, Fundação para a Ciência e a Tecnologia, European Regional Development Fund, Institut National de Physique Nucléaire et de Physique des Particules, High Energy Physics, Fermilab, NextGenerationEU
OpenAlex ID: W7171869976