Deep-learning-driven event reconstruction applied to simulated data from a single Large-Sized Telescope of CTA

Pietro Grespan, Ruben Lopez-Coto, Daniel Nieto-Castaño, Hyuga Abe, Arnau Aguasca, Ivan Agudo, Lucio Angelo Antonelli, Carla Aramo, Thomas Armstrong, Manuel Artero, Katsuaki Asano, Halim Ashkar, Pierre Aubert, Ali Baktash, Aya Bamba, Andres Baquero Larriva, Leonardo Baroncelli, Ulisses Barres de Almeida, Juan Abel Barrio, Ivana Batković, Josefa Becerra González, Mabel Bernardos, Alessio Berti, Noah Biederbeck, Ciro Bigongiari, Oscar Blanch, Giacomo Bonnoli, Pol Bordas, Debanjan Bose, Andrea Bulgarelli, Irene Burelli, Mario Buscemi, Martina Cardillo, Sami Caroff, Alessandro Carosi, Franca Cassol, Matteo Cerruti, Yating Chai, Ks Cheng, Michiyuki Chikawa, Ladislav Chytka, Jose Luis Contreras, Juan Cortina, Heide Costantini, Mykhailo Dalchenko, Alessandro De Angelis, Mathieu de Bony de Lavergne, Guillaume Deleglise, Carlos Delgado, Jordi Delgado Mengual, Domenico Della Volpe, Davide Depaoli, Federico Di Pierro, Leonardo Di Venere, Carlos Díaz, Rune Michael Dominik, Dijana Dominis Prester, Alice Donini, Daniela Dorner, Michele Doro, Dominik Elsässer, Gabriel Emery, Juan Escudero, Armand Fiasson, Luca Foffano, Maria Victoria Fonseca, Lluis Freixas Coromina, Satoshi Fukami, Yasushi Fukazawa, Enrique Garcia, Ramon Garcia López, Nicola Giglietto, Francesco Giordano, Pawel Gliwny, Nikola Godinović, David Green, Shuichi Gunji, Jonas Hackfeld, Daniela Hadasch, Alexander Hahn, Tarek Hassan, Kohei Hayashi, Lea Heckmann, Matthieu Heller, Javier Herrera Llorente, Kouichi Hirotani, Dirk Hoffmann, Dieter Horns, Julien Houles, Miroslav Hrabovsky, Dario Hrupec, David Hui, Moritz Hütten, Tomohiro Inada, Yusuke Inome, Maurizio Iori, Kazuma Ishio, Yuki Iwamura, Mikael Jacquemont, Irene Jimenez-Martinez, Léa Jouvin, Jakub Jurysek, Mika Kagaya, Vladimir Karas, Hideaki Katagiri, Jun Kataoka, Daniel Kerszberg, Yukiho Kobayashi, Albert Kong, Hidetoshi Kubo, Junko Kushida, Giovanni Lamanna, Alessandra Lamastra, Thierry Le Flour, Francesco Longo, Rubén López-Coto, Marcos López-Moya, Alicia López-Oramas, Pedro L. Luque-Escamilla, Pratik Majumdar, Martin MAKARIEV, Dusan Mandat, Marina Manganaro, Karl Mannheim, Mosè Mariotti, Patricia Marquez, Giovanni Marsella, Josep Martí, Oibar Martinez, Gustavo Martínez, Manel Martínez, Petra Marusevec, Alvaro Mas, Gilles Maurin, Daniel Mazin, David Medina Miranda, Enrique Mestre Guillen, Saša Mićanović, Davide Miceli, Tjark Miener, Jose Miguel Miranda, Razmik Mirzoyan, Tsunefumi Mizuno, Edgar Molina, Teresa Montaruli, Inocencio Monteiro, Abelardo Moralejo, Daniel Morcuende, Elena Moretti, Aldo Morselli, Karlo Mrakovcic, Kohta Murase, Andrii Nagai, Takeshi Nakamori, Lukas Nickel, Daniel Nieto, Mireia Nievas, Kyoshi Nishijima, Koji Noda, Dalibor Nosek, Maximilian Nöthe, Seiya Nozaki, Michiko Ohishi, Yoshiki Ohtani, Tomohiko Oka, Nao Okazaki, Akira Okumura, Reiko Orito, Jorge Otero-Santos, Michele Palatiello, David Paneque, Riccardo Paoletti, Josep Maria Paredes, Lovro Pavletić, Miroslav Pech, Mario Pecimotika, Vincent Poireau, Miguel Polo, Elisa Prandini, Julie Prast, Chaitanya Priyadarshi, Michael Prouza, Riccardo Rando, Wolgang Rhode, Marc Ribó, Vincenzo Rizi, Andrea Rugliancich, Jose Enrique Ruiz, Takayuki Saito, Shunsuke Sakurai, David Sanchez, Toni Šarić, Francesco Gabriele Saturni, Juliane Scherpenberg, Bernd Schleicher, Jan Lukas Schubert, Fabian Schüssler, Thomas Schweizer, Monica Seglar Arroyo, Ronald Cintra Shellard, Julian Sitarek, Vitalii Sliusar, Alessia Spolon, Jelena Strišković, Marcel C. Strzys, Yusuke Suda, Yuji Sunada, Hiroyasu Tajima, Mitsunari Takahashi, Hiromitsu Takahashi, Jumpei Takata, Ryuji Takeishi, P. Thomas Tam, Shuta Tanaka, Dai Tateishi, Luis Ángel Tejedor, Petar Temnikov, Yukikatsu Terada, Tomislav Terzić, Masahiro Teshima, Martin Tluczykont, Fuyuki Tokanai, Diego F. Torres, Petr Travnicek, Stefano Truzzi, Martin Vacula, Monica VAZQUEZ ACOSTA, Vassil VERGUILOV, Gaia Verna, Ilaria Viale, Carlo francesco Vigorito, Vincenzo Vitale, Ievgen Vovk, Thomas Vuillaume, Roland Walter, Martin Will, Tokonatsu Yamamoto, Ryo Yamazaki, Tatsuo Yoshida, Takanori Yoshikoshi, Darko Zarić

doi:10.22323/1.395.0771

Deep-learning-driven event reconstruction applied to simulated data from a single Large-Sized Telescope of CTA

DOI

Pietro Grespan
Ruben Lopez-Coto
Daniel Nieto-Castaño
Hyuga Abe
Arnau Aguasca
Ivan Agudo
Lucio Angelo Antonelli
Carla Aramo
Thomas Armstrong
Manuel Artero
Katsuaki Asano
Halim Ashkar
Pierre Aubert
Ali Baktash
Aya Bamba
Andres Baquero Larriva
Leonardo Baroncelli
Ulisses Barres de Almeida
Juan Abel Barrio
Ivana Batković
Josefa Becerra González
Mabel Bernardos
Alessio Berti
Noah Biederbeck
Ciro Bigongiari
Oscar Blanch
Giacomo Bonnoli
Pol Bordas
Debanjan Bose
Andrea Bulgarelli
Irene Burelli
Mario Buscemi
Martina Cardillo
Sami Caroff
Alessandro Carosi
Franca Cassol
Matteo Cerruti
Yating Chai
Ks Cheng
Michiyuki Chikawa
Ladislav Chytka
Jose Luis Contreras
Juan Cortina
Heide Costantini
Mykhailo Dalchenko
Alessandro De Angelis
Mathieu de Bony de Lavergne
Guillaume Deleglise
Carlos Delgado
Jordi Delgado Mengual
Domenico Della Volpe
Davide Depaoli
Federico Di Pierro
Leonardo Di Venere
Carlos Díaz
Rune Michael Dominik
Dijana Dominis Prester
Alice Donini
Daniela Dorner
Michele Doro
Dominik Elsässer
Gabriel Emery
Juan Escudero
Armand Fiasson
Luca Foffano
Maria Victoria Fonseca
Lluis Freixas Coromina
Satoshi Fukami
Yasushi Fukazawa
Enrique Garcia
Ramon Garcia López
Nicola Giglietto
Francesco Giordano
Pawel Gliwny
Nikola Godinović
David Green
Shuichi Gunji
Jonas Hackfeld
Daniela Hadasch
Alexander Hahn
Tarek Hassan
Kohei Hayashi
Lea Heckmann
Matthieu Heller
Javier Herrera Llorente
Kouichi Hirotani
Dirk Hoffmann
Dieter Horns
Julien Houles
Miroslav Hrabovsky
Dario Hrupec
David Hui
Moritz Hütten
Tomohiro Inada
Yusuke Inome
Maurizio Iori
Kazuma Ishio
Yuki Iwamura
Mikael Jacquemont
Irene Jimenez-Martinez
Léa Jouvin
Jakub Jurysek
Mika Kagaya
Vladimir Karas
Hideaki Katagiri
Jun Kataoka
Daniel Kerszberg
Yukiho Kobayashi
Albert Kong
Hidetoshi Kubo
Junko Kushida
Giovanni Lamanna
Alessandra Lamastra
Thierry Le Flour
Francesco Longo
Rubén López-Coto
Marcos López-Moya
Alicia López-Oramas
Pedro L. Luque-Escamilla
Pratik Majumdar
Martin MAKARIEV
Dusan Mandat
Marina Manganaro
Karl Mannheim
Mosè Mariotti
Patricia Marquez
Giovanni Marsella
Josep Martí
Oibar Martinez
Gustavo Martínez
Manel Martínez
Petra Marusevec
Alvaro Mas
Gilles Maurin
Daniel Mazin
David Medina Miranda
Enrique Mestre Guillen
Saša Mićanović
Davide Miceli
Tjark Miener
Jose Miguel Miranda
Razmik Mirzoyan
Tsunefumi Mizuno
Edgar Molina
Teresa Montaruli
Inocencio Monteiro
Abelardo Moralejo
Daniel Morcuende
Elena Moretti
Aldo Morselli
Karlo Mrakovcic
Kohta Murase
Andrii Nagai
Takeshi Nakamori
Lukas Nickel
Daniel Nieto
Mireia Nievas
Kyoshi Nishijima
Koji Noda
Dalibor Nosek
Maximilian Nöthe
Seiya Nozaki
Michiko Ohishi
Yoshiki Ohtani
Tomohiko Oka
Nao Okazaki
Akira Okumura
Reiko Orito
Jorge Otero-Santos
Michele Palatiello
David Paneque
Riccardo Paoletti
Josep Maria Paredes
Lovro Pavletić
Miroslav Pech
Mario Pecimotika
Vincent Poireau
Miguel Polo
Elisa Prandini
Julie Prast
Chaitanya Priyadarshi
Michael Prouza
Riccardo Rando
Wolgang Rhode
Marc Ribó
Vincenzo Rizi
Andrea Rugliancich
Jose Enrique Ruiz
Takayuki Saito
Shunsuke Sakurai
David Sanchez
Toni Šarić
Francesco Gabriele Saturni
Juliane Scherpenberg
Bernd Schleicher
Jan Lukas Schubert
Fabian Schüssler
Thomas Schweizer
Monica Seglar Arroyo
Ronald Cintra Shellard
Julian Sitarek
Vitalii Sliusar
Alessia Spolon
Jelena Strišković
Marcel C. Strzys
Yusuke Suda
Yuji Sunada
Hiroyasu Tajima
Mitsunari Takahashi
Hiromitsu Takahashi
Jumpei Takata
Ryuji Takeishi
P. Thomas Tam
Shuta Tanaka
Dai Tateishi
Luis Ángel Tejedor
Petar Temnikov
Yukikatsu Terada
Tomislav Terzić
Masahiro Teshima
Martin Tluczykont
Fuyuki Tokanai
Diego F. Torres
Petr Travnicek
Stefano Truzzi
Martin Vacula
Monica VAZQUEZ ACOSTA
Vassil VERGUILOV
Gaia Verna
Ilaria Viale
Carlo francesco Vigorito
Vincenzo Vitale
Ievgen Vovk
Thomas Vuillaume
Roland Walter
Martin Will
Tokonatsu Yamamoto
Ryo Yamazaki
Tatsuo Yoshida
Takanori Yoshikoshi
Darko Zarić

Journal

Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021)

Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021) 771-, 2022-03-18

Sissa Medialab

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Deep-learning-driven event reconstruction applied to simulated data from a single Large-Sized Telescope of CTA

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