Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA

[EN] A measurement of the atmospheric nu(mu) + (nu) over bar (mu) flux with energies between 1 and 100 GeV is presented. The measurement has been performed using data taken with the first six detection units of the KM3NeT/ORCA detector, referred to as ORCA6. The data were collected between January 2...

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Autores: Aiello, S., Albert, A., Alhebsi, A. R., Alshamsi, M., Alves Garre, S., Ambrosone, A., Ameli, F., Andre, M., Aphecetche, L., Aublin, J., Badaracco, F., Bailly-Salins, L., Bardacova, Z., Ardid, Miguel|||0000-0002-3199-594X, Ardid, S.|||0000-0003-4821-6655, García-Méndez, Juan|||0000-0002-1580-0647, C.A.~Quiroz-Rangel|||0009-0002-3446-8747
Tipo de recurso: artículo
Fecha de publicación:2025
País:España
Institución:Universitat Politècnica de València (UPV)
Repositorio:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valéncia
Idioma:inglés
OAI Identifier:oai:riunet.upv.es:10251/231234
Acceso en línea:https://riunet.upv.es/handle/10251/231234
Access Level:acceso abierto
Palabra clave:Atmospheric neutrinos
Muon neutrino flux
KM3NeT/ORCA
Machine learning
Unfolding analysis
Neutrino astronomy
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dc.title.none.fl_str_mv Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
title Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
spellingShingle Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
Aiello, S.
Atmospheric neutrinos
Muon neutrino flux
KM3NeT/ORCA
Machine learning
Unfolding analysis
Neutrino astronomy
title_short Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
title_full Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
title_fullStr Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
title_full_unstemmed Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
title_sort Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCA
dc.creator.none.fl_str_mv Aiello, S.
Albert, A.
Alhebsi, A. R.
Alshamsi, M.
Alves Garre, S.
Ambrosone, A.
Ameli, F.
Andre, M.
Aphecetche, L.
Aublin, J.
Badaracco, F.
Bailly-Salins, L.
Bardacova, Z.
Ardid, Miguel|||0000-0002-3199-594X
Ardid, S.|||0000-0003-4821-6655
García-Méndez, Juan|||0000-0002-1580-0647
C.A.~Quiroz-Rangel|||0009-0002-3446-8747
author Aiello, S.
author_facet Aiello, S.
Albert, A.
Alhebsi, A. R.
Alshamsi, M.
Alves Garre, S.
Ambrosone, A.
Ameli, F.
Andre, M.
Aphecetche, L.
Aublin, J.
Badaracco, F.
Bailly-Salins, L.
Bardacova, Z.
Ardid, Miguel|||0000-0002-3199-594X
Ardid, S.|||0000-0003-4821-6655
García-Méndez, Juan|||0000-0002-1580-0647
C.A.~Quiroz-Rangel|||0009-0002-3446-8747
author_role author
author2 Albert, A.
Alhebsi, A. R.
Alshamsi, M.
Alves Garre, S.
Ambrosone, A.
Ameli, F.
Andre, M.
Aphecetche, L.
Aublin, J.
Badaracco, F.
Bailly-Salins, L.
Bardacova, Z.
Ardid, Miguel|||0000-0002-3199-594X
Ardid, S.|||0000-0003-4821-6655
García-Méndez, Juan|||0000-0002-1580-0647
C.A.~Quiroz-Rangel|||0009-0002-3446-8747
author2_role author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
author
dc.contributor.none.fl_str_mv Departamento de Física Aplicada
Escuela Técnica Superior de Ingeniería Aeroespacial y Diseño Industrial
Escuela Politécnica Superior de Gandia
Instituto de Investigación para la Gestión Integrada de Zonas Costeras
European Commission
GENERALITAT VALENCIANA
AGENCIA ESTATAL DE INVESTIGACION
National Science Centre, Polonia
Agencia Estatal de Investigación
European Regional Development Fund
Grant Agency of the Czech Republic
Ministerio de Ciencia e Innovación
Instituto Nazionale di Fisica Nucleare
Slovak Research and Development Agency
Shota Rustaveli National Science Foundation
Arab Fund for Economic and Social Development
Netherlands Organization for Scientific Research
Khalifa University of Science, Technology and Research
General Secretariat for Research and Technology, Grecia
Ministero dell'Istruzione, dell'Università e della Ricerca
Ministère de l'Education Nationale, de la Formation professionnelle, de l'Enseignement Supérieur et de la Recherche Scientifique, Marruecos
Repositorio Institucional de la Universitat Politècnica de València Riunet
dc.subject.none.fl_str_mv Atmospheric neutrinos
Muon neutrino flux
KM3NeT/ORCA
Machine learning
Unfolding analysis
Neutrino astronomy
topic Atmospheric neutrinos
Muon neutrino flux
KM3NeT/ORCA
Machine learning
Unfolding analysis
Neutrino astronomy
description [EN] A measurement of the atmospheric nu(mu) + (nu) over bar (mu) flux with energies between 1 and 100 GeV is presented. The measurement has been performed using data taken with the first six detection units of the KM3NeT/ORCA detector, referred to as ORCA6. The data were collected between January 2020 and November 2021 and correspond to 510 days of livetime, with a total exposure of 433 kton.years. Using machine learning classification, 3894 neutrino candidate events have been selected with an atmospheric muon contamination of less than 1%. The atmospheric nu(mu) + (nu) over bar (mu) energy spectrum is derived using an unfolding procedure and the impact of systematic uncertainties is estimated. The atmospheric nu(mu) + (nu) over bar (mu) flux measured using the ORCA6 configuration is in agreement with the values measured by other experiments.
publishDate 2025
dc.date.none.fl_str_mv 2025
2025-08-13
dc.type.none.fl_str_mv journal article
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dc.identifier.none.fl_str_mv https://riunet.upv.es/handle/10251/231234
url https://riunet.upv.es/handle/10251/231234
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.relation.none.fl_str_mv Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PDC2023-145913-I00 ADQUISICION INTEGRADA EN RED
Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PID2021-124591NB-C41 ELESCOPIOS DE NEUTRINOS PARA FISICA FUNDAMENTAL Y ASTRONOMIA MULTIMENSAJERO EN EL IFIC
Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PID2021-124591NB-C42 TELESCOPIOS DE NEUTRINOS PARA FISICA FUNDAMENTAL Y ASTRONOMIA MULTI-MENSAJERO EN LA UPV
Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PID2021-124591NB-C43 TELESCOPIOS DE NEUTRINOS PARA FISICA FUNDAMENTAL Y ASTRONOMIA MULTI-MENSAJERO EN LA UGR
Agence Nationale de la Recherche, Francia https://doi.org/10.13039/501100001665 ANR-10-LABX-0023 Universe: observation, modeling, transfer
Agence Nationale de la Recherche, Francia https://doi.org/10.13039/501100001665 ANR-15-CE31-0020 Demonstration of Ability to Establish the Mass Ordering of Neutrinos in the Sea
Agence Nationale de la Recherche, Francia https://doi.org/10.13039/501100001665 ANR-18-IDEX-0001 Université de Paris
European Commission https://doi.org/10.13039/501100000780 H2020 101008324 Infrastructures for Nuclear Astrophysics
European Commission https://doi.org/10.13039/501100000780 H2020 101025085 Unifying Neutrino Observatories Searches
European Commission https://doi.org/10.13039/501100000780 H2020 949555 Mapping Highly-Energetic Messengers throughout the Universe
European Commission https://doi.org/10.13039/501100000780 HE 101079679 Towards full implementation of the KM3NeT Research Infrastructure
European Commission https://doi.org/10.13039/501100000780 HE 101142396 Multi-messenger Studies of Extragalactic Super-colliders
Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2019%2F043 ARTIFICIAL GENERAL INTELLIGENCE:BEYOND DEEP LEARNING
Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 PID2021-124591NB-C42 Telescopios de neutrinos para física fundamental y astronomía multi-mensajero en la UPV
Generalitat Valenciana https://doi.org/10.13039/501100003359 ASFAE%2F2022%2F014 Telescopios submarinos de neutrinos: nuevas perspectivas
Slovak Research and Development Agency SRDA APVV-22-0413
European Regional Development Fund https://doi.org/10.13039/501100008530 AST22_6.2
Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2020%2F049
Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2021%2F23
Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEIG%2F2023%2F20
Generalitat Valenciana https://doi.org/10.13039/501100003359 CIPROM%2F2023%2F51
Generalitat Valenciana https://doi.org/10.13039/501100003359 GRISOLIAP%2F2021%2F192
Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2018%2F034
Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2019%2F043
Ministero dell'Istruzione dell'Università e della Ricerca, Italia https://doi.org/10.13039/501100003407 2022E2J4RK
National Science Centre, Polonia https://doi.org/10.13039/501100004281 UMO-2021%2F01%2F2%2FST6%2F00004
National Science Centre, Polonia https://doi.org/10.13039/501100004281 ARTIQ%2F0004%2F2021
Shota Rustaveli National Science Foundation https://doi.org/10.13039/501100004801 FR-22-13708
Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 CNS2023-144099
Czech Grant Agency https://doi.org/10.13039/501100001824 24-12702S
Ministerio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 ASFAE%2F2022%2F023
Ministerio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 ASFAE%2F2022%2F014
KU KU ESIG-2023-008
KU KU RIG-2023-070
KU KU RIG-2024-047
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publisher.none.fl_str_mv Springer-Verlag
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spelling Measurement of the atmospheric Muon neutrino [nu mu] flux with six detection units of KM3NeT/ORCAAiello, S.Albert, A.Alhebsi, A. R.Alshamsi, M.Alves Garre, S.Ambrosone, A.Ameli, F.Andre, M.Aphecetche, L.Aublin, J.Badaracco, F.Bailly-Salins, L.Bardacova, Z.Ardid, Miguel|||0000-0002-3199-594XArdid, S.|||0000-0003-4821-6655García-Méndez, Juan|||0000-0002-1580-0647C.A.~Quiroz-Rangel|||0009-0002-3446-8747Atmospheric neutrinosMuon neutrino fluxKM3NeT/ORCAMachine learningUnfolding analysisNeutrino astronomy[EN] A measurement of the atmospheric nu(mu) + (nu) over bar (mu) flux with energies between 1 and 100 GeV is presented. The measurement has been performed using data taken with the first six detection units of the KM3NeT/ORCA detector, referred to as ORCA6. The data were collected between January 2020 and November 2021 and correspond to 510 days of livetime, with a total exposure of 433 kton.years. Using machine learning classification, 3894 neutrino candidate events have been selected with an atmospheric muon contamination of less than 1%. The atmospheric nu(mu) + (nu) over bar (mu) energy spectrum is derived using an unfolding procedure and the impact of systematic uncertainties is estimated. The atmospheric nu(mu) + (nu) over bar (mu) flux measured using the ORCA6 configuration is in agreement with the values measured by other experiments.The authors acknowledge the financial support of: KM3NeT-INFRADEV2 project, funded by the European Union Horizon Europe Research and Innovation Programme under grant agreement No 101079679; Funds for Scientific Research (FRS-FNRS), Francqui foundation, BAEF foundation. Czech Science Foundation (GAR 24-12702S); Agence Nationale de la Recherche (contract ANR-15-CE31-0020), Centre National de la Recherche Scientifique (CNRS), Commission Europeenne (FEDER fund and Marie Curie Program), LabEx UnivEarthS (ANR-10-LABX-0023 and ANR-18-IDEX-0001), Paris ile-de-France Region, Normandy Region (Alpha, Blue-waves and Neptune), France, The Provence-Alpes-Cote d'Azur Delegation for Research and Innovation (DRARI), the Provence-Alpes-Cote d'Azur region, the Bouches-du-Rhone Departmental Council, the Metropolis of Aix-Marseille Provence and the City of Marseille through the CPER 2021-2027 NEUMED project, The CNRS Institut National de Physique Nucleaire et de Physique des Particules (IN2P3); Shota Rustaveli National Science Foundation of Georgia (SRNSFG, FR-22-13708), Georgia; This work is part of the MuSES project which has received funding from the European Research Council (ERC) under the European Union's Horizon 2020 Research and Innovation Programme (grant agreement No 101142396). This work was supported by the European Research Council, ERC Starting grant MessMapp, under contract no. 949555. The General Secretariat of Research and Innovation (GSRI), Greece; Istituto Nazionale di Fisica Nucleare (INFN) and Ministero dell'Unoversita e della Ricerca (MUR), through PRIN 2022 program (Grant PANTHEON 2022E2J4RK, Next Generation EU) and PON R&I program (Avviso n. 424 del 28 febbraio 2018, Progetto PACK-PIR01 00021), Italy; IDMAR project Po-Fesr Sicilian Region az. 1.5.1; A. De Benedittis, W. Idrissi Ibnsalih, M. Bendahman, A. Nayerhoda, G. Papalashvili, I. C. Rea, A. Simonelli have been supported by the Italian Ministero dell'Universita e della Ricerca (MUR), Progetto CIR01 00021 (Avviso n. 2595 del 24 dicembre 2019); KM3NeT4RR MUR Project National Recovery and Resilience Plan (NRRP), Mission 4 Component 2 Investment 3.1, Funded by the European Union - NextGenerationEU,CUP I57G21000040001, Concession Decree MUR No. n. Prot. 123 del 21/06/2022; Ministry of Higher Education, Scientific Research and Innovation, Morocco, and the Arab Fund for Economic and Social Development, Kuwait; Nederlandse organisatie voor Wetenschappelijk Onderzoek (NWO), the Netherlands; The grant "AstroCeNT: Particle Astrophysics Science and Technology Centre", carried out within the International Research Agendas programme of the Foundation for Polish Science financed by the European Union under the European Regional Development fund; The program: 'Excellence initiative-research university' for the AGH University in Krakow; The ARTIQ project: UMO-2021/01/2/ST6/00004 and ARTIQ/ 0004/2021; Ministry of Research, Innovation and Digitalisation, Romania; Slovak Research and Development Agency under Contract No. APVV-22-0413; Ministry of Education, Research, Development and Youth of the Slovak Republic; MCIN for PID2021-124591NB-C41, -C42, -C43 and PDC2023-145913-I00 funded by MCIN/AEI/ 10.13039/501100011033 and by "ERDF A way of making Europe", for ASFAE/2022/014 and ASFAE/2022 /023 with funding from the EU NextGenerationEU (PRTR-C17.I01) and Generalitat Valenciana, for Grant AST22_6. 2 with funding from Consejeria de Universidad, Investigacion e Innovacion and Gobierno de Espana and European Union - NextGenerationEU, for CSIC-INFRA23013 and for CNS2023-144099, Generalitat Valenciana for CIDEGENT/2018/034, /2019/043, /2020/049, /2021/23, for CIDEIG/2023/20, for CIPROM/2023/51 and for GRISOLIAP/2021/192 and EU for MSC/101025085, Spain; Khalifa University internal grants (ESIG-2023-008, RIG-2023-070 and RIG-2024-047), United Arab Emirates; The European Union's Horizon 2020 Research and Innovation Programme (ChETEC-INFRA - Project no. 101008324).Springer-VerlagDepartamento de Física AplicadaEscuela Técnica Superior de Ingeniería Aeroespacial y Diseño IndustrialEscuela Politécnica Superior de GandiaInstituto de Investigación para la Gestión Integrada de Zonas CosterasEuropean CommissionGENERALITAT VALENCIANAAGENCIA ESTATAL DE INVESTIGACIONNational Science Centre, PoloniaAgencia Estatal de InvestigaciónEuropean Regional Development FundGrant Agency of the Czech RepublicMinisterio de Ciencia e InnovaciónInstituto Nazionale di Fisica NucleareSlovak Research and Development AgencyShota Rustaveli National Science FoundationArab Fund for Economic and Social DevelopmentNetherlands Organization for Scientific ResearchKhalifa University of Science, Technology and ResearchGeneral Secretariat for Research and Technology, GreciaMinistero dell'Istruzione, dell'Università e della RicercaMinistère de l'Education Nationale, de la Formation professionnelle, de l'Enseignement Supérieur et de la Recherche Scientifique, MarruecosRepositorio Institucional de la Universitat Politècnica de València Riunet20252025-08-13journal articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://riunet.upv.es/handle/10251/231234reponame:RiuNet. Repositorio Institucional de la Universitat Politécnica de Valénciainstname:Universitat Politècnica de València (UPV)InglésengAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PDC2023-145913-I00 ADQUISICION INTEGRADA EN REDAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PID2021-124591NB-C41 ELESCOPIOS DE NEUTRINOS PARA FISICA FUNDAMENTAL Y ASTRONOMIA MULTIMENSAJERO EN EL IFICAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PID2021-124591NB-C42 TELESCOPIOS DE NEUTRINOS PARA FISICA FUNDAMENTAL Y ASTRONOMIA MULTI-MENSAJERO EN LA UPVAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 Plan Estatal de Investigación Científica y Técnica y de Innovación 2021-2023 PID2021-124591NB-C43 TELESCOPIOS DE NEUTRINOS PARA FISICA FUNDAMENTAL Y ASTRONOMIA MULTI-MENSAJERO EN LA UGRAgence Nationale de la Recherche, Francia https://doi.org/10.13039/501100001665 ANR-10-LABX-0023 Universe: observation, modeling, transferAgence Nationale de la Recherche, Francia https://doi.org/10.13039/501100001665 ANR-15-CE31-0020 Demonstration of Ability to Establish the Mass Ordering of Neutrinos in the SeaAgence Nationale de la Recherche, Francia https://doi.org/10.13039/501100001665 ANR-18-IDEX-0001 Université de ParisEuropean Commission https://doi.org/10.13039/501100000780 H2020 101008324 Infrastructures for Nuclear AstrophysicsEuropean Commission https://doi.org/10.13039/501100000780 H2020 101025085 Unifying Neutrino Observatories SearchesEuropean Commission https://doi.org/10.13039/501100000780 H2020 949555 Mapping Highly-Energetic Messengers throughout the UniverseEuropean Commission https://doi.org/10.13039/501100000780 HE 101079679 Towards full implementation of the KM3NeT Research InfrastructureEuropean Commission https://doi.org/10.13039/501100000780 HE 101142396 Multi-messenger Studies of Extragalactic Super-collidersGeneralitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2019%2F043 ARTIFICIAL GENERAL INTELLIGENCE:BEYOND DEEP LEARNINGAgencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 PID2021-124591NB-C42 Telescopios de neutrinos para física fundamental y astronomía multi-mensajero en la UPVGeneralitat Valenciana https://doi.org/10.13039/501100003359 ASFAE%2F2022%2F014 Telescopios submarinos de neutrinos: nuevas perspectivasSlovak Research and Development Agency SRDA APVV-22-0413European Regional Development Fund https://doi.org/10.13039/501100008530 AST22_6.2Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2020%2F049Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2021%2F23Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEIG%2F2023%2F20Generalitat Valenciana https://doi.org/10.13039/501100003359 CIPROM%2F2023%2F51Generalitat Valenciana https://doi.org/10.13039/501100003359 GRISOLIAP%2F2021%2F192Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2018%2F034Generalitat Valenciana https://doi.org/10.13039/501100003359 CIDEGENT%2F2019%2F043Ministero dell'Istruzione dell'Università e della Ricerca, Italia https://doi.org/10.13039/501100003407 2022E2J4RKNational Science Centre, Polonia https://doi.org/10.13039/501100004281 UMO-2021%2F01%2F2%2FST6%2F00004National Science Centre, Polonia https://doi.org/10.13039/501100004281 ARTIQ%2F0004%2F2021Shota Rustaveli National Science Foundation https://doi.org/10.13039/501100004801 FR-22-13708Agencia Estatal de Investigación http://dx.doi.org/10.13039/501100011033 CNS2023-144099Czech Grant Agency https://doi.org/10.13039/501100001824 24-12702SMinisterio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 ASFAE%2F2022%2F023Ministerio de Ciencia e Innovación http://dx.doi.org/10.13039/501100004837 ASFAE%2F2022%2F014KU KU ESIG-2023-008KU KU RIG-2023-070KU KU RIG-2024-047open accesshttp://purl.org/coar/access_right/c_abf2Reconocimiento (by)http://creativecommons.org/licenses/by/4.0/info:eu-repo/semantics/openAccessoai:riunet.upv.es:10251/2312342026-06-13T07:49:27Z
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