Inference of the Mass Composition of Cosmic Rays with Energies from 1018.5 to 1020 eV Using the Pierre Auger Observatory and Deep Learning

被引：0

作者：

Abdul Halim, A. ^{[13
]}

Abreu, P. ^{[71
]}

Aglietta, M. ^{[51
,53
]}

Allekotte, I. ^{[1
]}

Almeida Cheminant, K. ^{[69
,78
,79
]}

Almela, A. ^{[7
,12
]}

Aloisio, R. ^{[44
,45
]}

Alvarez-Muniz, J. ^{[77
]}

Ammerman Yebra, J. ^{[77
]}

Anastasi, G.A. ^{[46
,57
]}

Anchordoqui, L. ^{[84
]}

Andrada, B. ^{[7
]}

Andrade Dourado, L. ^{[44
,45
]}

Andringa, S. ^{[71
]}

Apollonio, L. ^{[48
,58
]}

Aramo, C. ^{[49
]}

Araújo Ferreira, P.R. ^{[41
]}

Arnone, E. ^{[51
,62
]}

Arteaga Velázquez, J.C. ^{[66
]}

Assis, P. ^{[71
]}

Avila, G. ^{[11
]}

Avocone, E. ^{[45
,56
]}

Bakalova, A. ^{[31
]}

Barbato, F. ^{[44
,45
]}

Bartz Mocellin, A. ^{[83
]}

Berat, C. ^{[35
]}

Bertaina, M.E. ^{[51
,62
]}

Bhatta, G. ^{[69
]}

Bianciotto, M. ^{[51
,62
]}

Biermann, P.L. ^{[90
]}

Binet, V. ^{[5
]}

Bismark, K. ^{[7
,38
]}

Bister, T. ^{[78
,79
]}

Biteau, J. ^{[36
,91
]}

Blazek, J. ^{[31
]}

Bleve, C. ^{[35
]}

Blümer, J. ^{[40
]}

Boháčová, M. ^{[31
]}

Boncioli, D. ^{[45
,56
]}

Bonifazi, C. ^{[8
]}

Bonneau Arbeletche, L. ^{[22
]}

Borodai, N. ^{[69
]}

Brack, J. ^{[92
]}

Brichetto Orchera, P.G. ^{[7
]}

Briechle, F.L. ^{[41
]}

Bueno, A. ^{[76
]}

Buitink, S. ^{[15
]}

Buscemi, M. ^{[46
,57
]}

Büsken, M. ^{[7
,38
]}

Bwembya, A. ^{[78
,79
]}

机构：

[1] Centro Atómico Bariloche, Instituto Balseiro, CNEA-UNCuyo-CONICET, San Carlos de Bariloche, Argentina

[2] Departamento de Física, Departamento de Ciencias de la Atmósfera y Los Océanos, FCEyN, Universidad de Buenos Aires, CONICET, Buenos Aires, Argentina

[3] IFLP, Universidad Nacional de la Plata, CONICET, La Plata, Argentina

[4] Instituto de Astronomía y Física Del Espacio, IAFE, CONICET-UBA, Buenos Aires, Argentina

[5] Instituto de Física de Rosario (IFIR), CONICET/U.N.R., Facultad de Ciencias Bioquímicas y Farmacéuticas U.N.R., Rosario, Argentina

[6] Instituto de Tecnologías en Detección y Astropartículas (CNEA, CONICET, UNSAM, Universidad Tecnológica Nacional, Facultad Regional Mendoza (CONICET/CNEA), Mendoza, Argentina

[7] Instituto de Tecnologías en Detección y Astropartículas, CNEA, CONICET, UNSAM, Buenos Aires, Argentina

[8] International Center of Advanced Studies, Instituto de Ciencias Físicas, ECyT-UNSAM, CONICET, Campus Miguelete - San Martin, Buenos Aires, Argentina

[9] Laboratorio Atmósfera, Departamento de Investigaciones en Láseres y Sus Aplicaciones, UNIDEF, CITEDEF-CONICET, Villa Martelli, Argentina

[10] Observatorio Pierre Auger, Malargüe, Argentina

[11] Observatorio Pierre Auger and Comision, Nacional de Energía Atómica, Malargüe, Argentina

[12] Universidad Tecnologica Nacional, Facultad Regional Buenos Aires, Buenos Aires, Argentina

[13] University of Adelaide, Adelaide,SA, Australia

[14] Universite Libre de Bruxelles (ULB), Brussels, Belgium

[15] Vrije Universiteit Brussels, Brussels, Belgium

[16] Centro Brasileiro de Pesquisas Fisicas, RJ, Rio de Janeiro, Brazil

[17] Centro Federal de Educaçao Tecnológica Celso Suckow da Fonseca, Petropolis, Brazil

[18] Instituto Federal de Educaçao, Ciesncia e Tecnologia Do Rio de Janeiro (IFRJ), RJ, Brazil

[19] Universidade de Sao Paulo, Escola de Engenharia de Lorena, SP, Lorena, Brazil

[20] Universidade de Sao Paulo, Instituto de Física de Sao Carlos, SP, Sao Carlos, Brazil

[21] Universidade de Sao Paulo, Instituto de Física, SP, Sao Paulo, Brazil

[22] Universidade Estadual de Campinas (UNICAMP), IFGW, SP, Campinas, Brazil

[23] Universidade Estadual de Feira de Santana, Feira de Santana, Brazil

[24] Universidade Federal de Campina Grande, Centro de Ciencias e Tecnologia, Campina Grande, Brazil

[25] Universidade Federal Do ABC, SP, Santo Andre, Brazil

[26] Universidade Federal Do Paraná, Setor Palotina, Palotina, Brazil

[27] Universidade Federal Do Rio de Janeiro, Instituto de Fisica, RJ, Rio de Janeiro, Brazil

[28] Universidad de Medellín, Medellin, Colombia

[29] Universidad Industrial de Santander, Bucaramanga, Colombia

[30] Charles University, Faculty of Mathematics and Physics, Institute of Particle and Nuclear Physics, Prague, Czech Republic

[31] Institute of Physics, The Czech Academy of Sciences, Prague, Czech Republic

[32] Palacky University, Olomouc, Czech Republic

[33] CNRS/IN2P3, IJCLab, Université Paris-Saclay, Orsay, France

[34] Laboratoire de Physique Nucléaire et de Hautes Energies (LPNHE), Sorbonne Universite, Université de Paris, CNRS-IN2P3, Paris, France

[35] Université Grenoble Alpes, CNRS, Grenoble Institute of Engineering, Univ. Grenoble Alpes, LPSC-IN2P3, Grenoble,38000, France

[36] Université Paris-Saclay, CNRS, IN2P3, IJCLab, Orsay, France

[37] Bergische Universität Wuppertal, Department of Physics, Wuppertal, Germany

[38] Karlsruhe Institute of Technology (KIT), Institute for Experimental Particle Physics, Karlsruhe, Germany

[39] Karlsruhe Institute of Technology (KIT), Institut für Prozessdatenverarbeitung und Elektronik, Karlsruhe, Germany

[40] Karlsruhe Institute of Technology (KIT), Institute for Astroparticle Physics, Karlsruhe, Germany

[41] RWTH, Aachen University, III. Physikalisches Institut A, Aachen, Germany

[42] Universität Hamburg, II. Institut für Theoretische Physik, Hamburg, Germany

[43] Universität Siegen, Department Physik - Experimentelle Teilchenphysik, Siegen, Germany

[44] Gran Sasso Science Institute, L'Aquila, Italy

[45] INFN, Laboratori Nazionali Del Gran Sasso, L'Aquila, Assergi, Italy

[46] INFN, Sezione di Catania, Catania, Italy

[47] INFN, Sezione di Lecce, Lecce, Italy

[48] INFN, Sezione di Milano, Milano, Italy

[49] INFN, Sezione di Napoli, Napoli, Italy

[50] INFN, Sezione di Roma Tor Vergata, Roma, Italy

来源：

Physical Review Letters | / 134卷 / 02期

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摘要：

Cosmology

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