Event-by-event reconstruction of the shower maximum $X_{\mathrm{max}}$ with the Surface Detector of the Pierre Auger Observatory using deep learning

Jonas Glombitza, Pedro Henriques Abreu, Pierre Auger Collaboration, Marco Aglietta, Justin M. Albury, Ingomar Allekotte, Alejandro Almela, Jaime Alvarez-Muñiz, Rafael Alves Batista, Gioacchino Alex Anastasi, Luis A. Anchordoqui, Belén Andrada, Sofia Andringa, Carla Aramo, Paulo Ricardo Araújo Ferreira, Juan Carlos Arteaga Velazquez, Hernán Gonzalo Asorey, Pedro Ivo Lembo Silveira de Assis, Gualberto Avila, Alina Mihaela Badescu, Alena Bakalová, A. Bǎlǎceanu, Felicia Barbato, Ricardo Jorge Barreira Luz, Karl‐Heinz Becker, Jose A. Bellido, Corinne Bérat, Mario Edoardo Bertaina, Xavier Bertou, Peter L. Biermann, Virginia Binet, Kathrin Bismark, Teresa Karolin Bister, Jonathan Biteau, Jiří Blažek, Carla Bleve, Martina Bohacova, Denise Boncioli, Carla Bonifazi, Luan Bonneau Arbeletche, Nataliia Borodai, Ana Martina Botti, Jeffrey Brack, Thomas Bretz, P. Gabriel Brichetto Orchera, Florian Lukas Briechle, Peter Buchholz, Antonio Bueno, S. Buitink, Mario Buscemi, Max Büsken, Karen S. Caballero-Mora, Lorenzo Caccianiga, Fabrizia Canfora, Ioana Caracas, Juan Miguel Carceller, Rossella Caruso, Antonella Castellina, Fernando Catalani, Gabriella Cataldi, L. Cazon, Marcos Cerda, Jose Augusto Chinellato, Jiří Chudoba, L. Chytka, Roger W. Clay, Agustín Cobos Cerutti, Roberta Colalillo, Alan Coleman, Maria Rita Coluccia, Rúben Conceição, Antonio Condorelli, Giovanni Consolati, Fernando Contreras, Fabio Convenga, Diego Correia dos Santos, Corbin Covault, Sergio Dasso, Kai Daumiller, Bruce R. Dawson, Jarryd A. Day, Rogerio M. de Almeida, Joaquín de Jesús, Sijbrand J. de Jong, Giuseppe De Mauro, João de Mello Neto, I. De Mitri, Jaime de Oliveira, Danelise de Oliveira Franco, Francesco de Palma, Vitor de Souza, Emanuele De Vito, Mariano del Río, Olivier Deligny, Luca Deval, Armando di Matteo, Carola Dobrigkeit, Juan Carlos D’Olivo, Luis Miguel Domingues Mendes, Rita Cassia dos Anjos, Diego dos Santos, Maria Teresa Dova, Jan Ebr, Ralph Engel, Italo Epicoco, Martin Erdmann, Carlos O. Escobar, Alberto Etchegoyen, Heino Falcke, John Farmer, Glennys R. Farrar, Anderson Campos Fauth, Norberto Fazzini, Fridtjof Feldbusch, Francesco Fenu, Brian Fick, Juan Manuel Figueira, Andrej Filipcic, Thomas Fitoussi, Tomáš Fodran, Martín Miguel Freire, Toshihiro Fujii, Alan Fuster, Cristina Galea, Claudio Galelli, Beatriz Garcia, Adrianna Luz García Vegas, Hartmut Gemmeke, Flavia Gesualdi, Alexandru Gherghel-Lascu, Piera Luisa Ghia, Ugo Gregorio Giaccari, Marco Giammarchi, Fabian Gobbi, Fernando Gollan, Geraldina Golup, Mariano Gómez Berisso, Primo F. Gómez Vitale, Juan Pablo Gongora, J. M. González, Nicolás Martín González, Isabel Astrid Goos, Dariusz Gora, A. Gorgi, Marvin Gottowik, Trent D. Grubb, Fausto Guarino, Germano Guedes, Eleonora Guido, Steffen Traugott Hahn, Petr Hamal, Matías Rolf Hampel, Patricia María Hansen, Diego D. Harari, Violet M. Harvey, Andreas Haungs, Thomas Hebbeker, Dieter Heck, Gary C. Hill, Carlos Hojvat, Jörg Hörandel, Pavel Horvath, Miroslav Hrabovsky, Tim Huege, Antonio Insolia, Paula Gina Isar, Petr Janecek, Jeffrey A. Johnsen, Jakub Jurysek, Alex Kääpä, Karl-Heinz Kampert, N. Karastathis, Bianca Keilhauer, Julian Kemp, Abha Khakurdikar, Varada Varma Kizakke Covilakam, Hans Klages, Matthias Kleifges, Jonny Kleinfeller, Marcel Köpke, Norbert Kunka, Bruno L. Lago, Rodrigo Guedes Lang, N. Langner, Marcelo Augusto Leigui de Oliveira, Vladimir Lenok, Antoine Letessier-Selvon, Isabelle Lhenry-Yvon, Domenico Lo Presti, Luis LOPES, Rebeca López, Lu Lu, Quentin Luce, Jon Paul Lundquist, Allan Machado Payeras, Giovanni Mancarella, Dusan Mandat, Bradley C. Manning, Julien Manshanden, Paul Matthew Mantsch, Sullivan Marafico, Analisa Mariazzi, Ioana Codrina Maris, Giovanni Marsella, Daniele Martello, Sara Martinelli, Oscar Martínez Bravo, Massimo Mastrodicasa, Hermann-Josef Mathes, James Matthews, Giorgio Matthiae, Eric William Mayotte, Peter Mazur, Gustavo Medina-Tanco, Diego Melo, Alexander Menshikov, Kevin-Druis Merenda, Stanislav Michal, Maria Isabel Micheletti, Lino Miramonti, Silvia Mollerach, F. Montanet, Carlo Morello, Miguel Mostafa, Ana Laura Muller, Márcio Aparecido Müller, Katharine Mulrey, Roberto Mussa, Marco Stein Muzio, Wilson M. Namasaka, Alina Nasr-Esfahani, Lukas Nellen, Mihai Niculescu-Oglinzanu, Marcus Niechciol, Dave Nitz, Dalibor Nosek, Vladimír Novotný, Libor Nozka, Achille A. Nucita, Luis A. Nunez, Miroslav Palatka, Juan Pallotta, Philipp Papenbreer, Gonzalo Parente, Alejandra Parra, Jannis Pawlowsky, Miroslav Pech, Francisco Pedreira, Jan Pękala, R. Pelayo, Jesús Peña-Rodríguez, Edyvania Emily Pereira Martins, Johnnier Perez Armand, Carmina Pérez Bertolli, Matías Perlin, Lorenzo Perrone, Sergio Petrera, Tanguy Pierog, MÁRIO PIMENTA, Valerio Pirronello, Manuel Platino, Bjarni Pont, Mart Pothast, Paolo Privitera, Michael Prouza, Andrew Puyleart, Sven Querchfeld, Julian Rautenberg, Diego Ravignani, Maximilian Reininghaus, Jan Řídký, Felix Riehn, Markus Risse, Vincenzo Rizi, Washington Rodrigues de Carvalho, Jorge Rubén Rodriguez Rojo, Matías J. Roncoroni, Simone Rossoni, Markus Roth, Esteban Roulet, Adrian Rovero, Philip Ruehl, Alexandra Saftoiu, Francesco Salamida, Humberto Ibarguen Salazar, Gaetano Salina, Jose Sanabria Gomez, Federico Andrés Sánchez, Edivaldo Moura Santos, Eva Santos, Fred Sarazin, Raul Sarmento, Christian Sarmiento-Cano, Ricardo Sato, Pierpaolo Savina, Christoph M. Schäfer, Viviana Scherini, Harald Schieler, Martin Schimassek, Michael Schimp, Felix Schlüter, David Schmidt, Olaf Scholten, Petr Schovanek, Frank Schröder, Sonja Schröder, J. Schulte, Sergio J Sciutto, Marina Scornavacche, Alberto Segreto, Srijan Sehgal, Ronald C. Shellard, Guenter Sigl, Gaia Silli, Octavian Sima, Radomir Smida, Paul Sommers, Jorge Fernández Soriano, Julien Souchard, Ruben Squartini, Maximilian Stadelmaier, Denis Stanca, Samo Stanič, Jaroslaw Stasielak, Patrick Stassi, Alexander Streich, Mauricio Suárez-Durán, Tristan Sudholz, Tiina Suomijärvi, A. Daniel Supanitsky, Zbigniew Szadkowski, Alex Adrián Reyes Tapia, C. Taricco, Charles Timmermans, Olena Tkachenko, Petr Tobiska, Carlos J. Todero Peixoto, Bernardo Tomé, Zoé Torrès, Andres Travaini, Petr Trávníček, Caterina Trimarelli, Matias Jorge Tueros, Ralf Ulrich, Michael A. Unger, Lukáš Vaclavek, Martin Vacula, Jose F. Valdés Galicia, Laura Valore, Enrique Varela, Adriana Vásquez-Ramírez, Darko Veberic, Cynthia Ventura, Indira D. Vergara Quispe, Valerio Verzi, J. Vicha, Jacco Vink, Sergeï Vorobiov, Hernan Wahlberg, Clara Keiko Oliveira Watanabe, Alan Watson, Marc Weber, Andreas Weindl, Lawrence Wiencke, Henryk Wilczyński, M. Wirtz, David Wittkowski, Brian Wundheiler, Alexey Yushkov, Orazio Zapparrata, Enrique Zas, Danilo Zavrtanik, Marko Zavrtanik, Lukas Zehrer

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