Inference of the Mass Composition of Cosmic Rays with Energies from 10^{18.5} to 10^{20}  eV Using the Pierre Auger Observatory and Deep Learning.

Abdul Halim A, Abreu P, Aglietta M, Allekotte I, Almeida Cheminant K, Almela A, Aloisio R, Alvarez-Muñiz J, Ammerman Yebra J, Anastasi G A, Anchordoqui L, Andrada B, Andrade Dourado L, Andringa S, Apollonio L, Aramo C, Araújo Ferreira P R, Arnone E, Arteaga Velázquez J C, Assis P, Avila G, Avocone E, Bakalova A, Barbato F, Bartz Mocellin A, Berat C, Bertaina M E, Bhatta G, Bianciotto M, Biermann P L, Binet V, Bismark K, Bister T, Biteau J, Blazek J, Bleve C, Blümer J, Boháčová M, Boncioli D, Bonifazi C, Bonneau Arbeletche L, Borodai N, Brack J, Brichetto Orchera P G, Briechle F L, Bueno A, Buitink S, Buscemi M, Büsken M, Bwembya A, Caballero-Mora K S, Cabana-Freire S, Caccianiga L, Campuzano F, Caruso R, Castellina A, Catalani F, Cataldi G, Cazon L, Cerda M, Čermáková B, Cermenati A, Chinellato J A, Chudoba J, Chytka L, Clay R W, Cobos Cerutti A C, Colalillo R, Coluccia M R, Conceição R, Condorelli A, Consolati G, Conte M, Convenga F, Correia Dos Santos D, Costa P J, Covault C E, Cristinziani M, Cruz Sanchez C S, Dasso S, Daumiller K, Dawson B R, de Almeida R M, de Errico B, de Jesús J, de Jong S J, de Mello Neto J R T, De Mitri I, de Oliveira J, de Oliveira Franco D, de Palma F, de Souza V, De Vito E, Del Popolo A, Deligny O, Denner N, Deval L, di Matteo A, do J A, Dobre M, Dobrigkeit C, D'Olivo J C, Domingues Mendes L M, Dorosti Q, Dos Anjos J C, Dos Anjos R C, Ebr J, Ellwanger F, Emam M, Engel R, Epicoco I, Erdmann M, Etchegoyen A, Evoli C, Falcke H, Farrar G, Fauth A C, Fehler T, Feldbusch F, Fenu F, Fernandes A, Fick B, Figueira J M, Filip P, Filipčič A, Fitoussi T, Flaggs B, Fodran T, Fujii T, Fuster A, Galea C, García B, Gaudu C, Gherghel-Lascu A, Ghia P L, Giaccari U, Glombitza J, Gobbi F, Gollan F, Golup G, Gómez Berisso M, Gómez Vitale P F, Gongora J P, González J M, González N, Góra D, Gorgi A, Gottowik M, Guarino F, Guedes G P, Guido E, Gülzow L, Hahn S, Hamal P, Hampel M R, Hansen P, Harari D, Harvey V M, Haungs A, Hebbeker T, Hojvat C, Hörandel J R, Horvath P, Hrabovský M, Huege T, Insolia A, Isar P G, Janecek P, Jilek V, Johnsen J A, Jurysek J, Kampert K-H, Keilhauer B, Khakurdikar A, Kizakke Covilakam V V, Klages H O, Kleifges M, Knapp F, Köhler J, Krieger F, Kunka N, Lago B L, Langner N, Leigui de Oliveira M A, Lema-Capeans Y, Letessier-Selvon A, Lhenry-Yvon I, Lopes L, Lu L, Luce Q, Lundquist J P, Machado Payeras A, Majercakova M, Mandat D, Manning B C, Mantsch P, Mariani F M, Mariazzi A G, Mariş I C, Marsella G, Martello D, Martinelli S, Martínez Bravo O, Martins M A, Mathes H-J, Matthews J, Matthiae G, Mayotte E, Mayotte S, Mazur P O, Medina-Tanco G, Meinert J, Melo D, Menshikov A, Merx C, Michal S, Micheletti M I, Miramonti L, Mollerach S, Montanet F, Morejon L, Mulrey K, Mussa R, Namasaka W M, Negi S, Nellen L, Nguyen K, Nicora G, Niechciol M, Nitz D, Nosek D, Novotny V, Nožka L, Nucita A, Núñez L A, Oliveira C, Palatka M, Pallotta J, Panja S, Parente G, Paulsen T, Pawlowsky J, Pech M, Pȩkala J, Pelayo R, Pelgrims V, Pereira L A S, Pereira Martins E E, Pérez Bertolli C, Perrone L, Petrera S, Petrucci C, Pierog T, Pimenta M, Platino M, Pont B, Pothast M, Pourmohammad Shahvar M, Privitera P, Prouza M, Querchfeld S, Rautenberg J, Ravignani D, Reginatto Akim J V, Reininghaus M, Reuzki A, Ridky J, Riehn F, Risse M, Rizi V, Rodrigues de Carvalho W, Rodriguez E, Rodriguez Rojo J, Roncoroni M J, Rossoni S, Roth M, Roulet E, Rovero A C, Saftoiu A, Saharan M, Salamida F, Salazar H, Salina G, Sanabria Gomez J D, Sánchez F, Santos E M, Santos E, Sarazin F, Sarmento R, Sato R, Savina P, Schäfer C M, Scherini V, Schieler H, Schimassek M, Schimp M, Schmidt D, Scholten O, Schoorlemmer H, Schovánek P, Schröder F G, Schulte J, Schulz T, Sciutto S J, Scornavacche M, Sedoski A, Segreto A, Sehgal S, Shivashankara S U, Sigl G, Simkova K, Simon F, Smau R, Šmída R, Sommers P, Squartini R, Stadelmaier M, Stanič S, Stasielak J, Stassi P, Strähnz S, Straub M, Suomijärvi T, Supanitsky A D, Svozilikova Z, Szadkowski Z, Tairli F, Tapia A, Taricco C, Timmermans C, Tkachenko O, Tobiska P, Todero Peixoto C J, Tomé B, Torrès Z, Travaini A, Travnicek P, Tueros M, Unger M, Uzeiroska R, Vaclavek L, Vacula M, Valdés Galicia J F, Valore L, Varela E, Vašíčková V, Vásquez-Ramírez A, Veberič D, Vergara Quispe I D, Verzi V, Vicha J, Vink J, Vorobiov S, Watanabe C, Watson A A, Weindl A, Wiencke L, Wilczyński H, Wittkowski D, Wundheiler B, Yue B, Yushkov A, Zapparrata O, Zas E, Zavrtanik D, Zavrtanik M, Pierre Auger Collaboration

Аннотация