A Convolutional Neural Network based Cascade Reconstruction for the IceCube Neutrino Observatory.

Fri, 01 Jan 2021 00:00:00 +0100

Rasha U. Abbasi, Markus Ackermann, Jenni Adams, J. A. Aguilar, Markus Ahlers, Markus Ahrens, C. Alispach, Antonio Augusto Alves Jr., Najia Moureen Amin, R. An, Karen Andeen, Tyler Anderson, I. Ansseau, Gisela Anton, Carlos A. Argüelles, S. Axani, Xinhua Bai, A. Balagopal V., A. Barbano, Steven W. Barwick, B. Bastian, Vedant Basu, Volker Baum, S. Baur, Ryan Bay, James J. Beatty, Karl-Heinz Becker, Julia K. Becker Tjus, Chiara Bellenghi, Segev BenZvi, David Berley, Elisa Bernardini, David Z. Besson, Gary Binder, Daniel Bindig, Erik Blaufuss, Summer Blot, Sebastian Böser, Olga Botner, Jakob Böttcher, Etienne Bourbeau, J. Bourbeau, Federica Bradascio, J. Braun, Stephanie Bron, Jannes Brostean-Kaiser, A. Burgman, Raffaela S. Busse, Michael A. Campana, Chujie Chen, Dmitry Chirkin, S. Choi, B. A. Clark, Ken Clark, Lew Classen, Alan Coleman, Gabriel H. Collin, Janet Marie Conrad, P. Coppin, P. Correa, Doug F. Cowen, R. Cross, P. Dave, Catherine De Clercq, J. J. DeLaunay, Hans Dembinski, K. Deoskar, Sam De Ridder, A. Desai, Paolo Desiati, Krijn D. de Vries, Gwenhaël de Wasseige, Meike de With, Tyce DeYoung, S. Dharani, A. Diaz, Juan Carlos Díaz-Vélez, H. Dujmovic, Matthew Dunkman, M. A. DuVernois, E. Dvorak, T. Ehrhardt, P. Eller, R. Engel, J. Evans, Paul A. Evenson, S. Fahey, Ali R. Fazely, S. Fiedlschuster, A. T. Fienberg, Kirill Filimonov, Chad Finley, L. Fischer, David Fox, Anna Franckowiak, E. Friedman, A. Fritz, P. Fürst, Thomas K. Gaisser, Joseph S. Gallagher, E. Ganster, S. Garrappa, Lisa Gerhardt, A. Ghadimi, C. Glaser, Theo Glauch, Thorsten Glüsenkamp, Azriel Goldschmidt, Javier G. González, S. Goswami, Darren Grant, T. Grégoire, Z. Griffith, S. Griswold, M. Gündüz, Connie Haack, Allan Hallgren, R. Halliday, L. Halve, Francis Halzen, M. Ha Minh, Kael D. Hanson, J. Hardin, A. A. Harnisch, Andreas Haungs, S. Hauser, Dustin Hebecker, Klaus Helbing, F. Henningsen, E. C. Hettinger, Stephanie Hickford, J. Hignight, C. Hill, Gary C. Hill, Kara D. Hoffman, Ruth Hoffmann, T. Hoinka, B. Hokanson-Fasig, Kotoyo Hoshina, Feifei Huang, M. Huber, T. Huber, Klas Hultqvist, M. Hünnefeld, R. Hussain, S. In, N. Iovine, Aya Ishihara, M. Jansson, George S. Japaridze, M. Jeong, B. J. P. Jones, R. Joppe, D. Kang, W. Kang, X. Kang, Alexander Kappes, D. Kappesser, Timo Karg, M. Karl, Albrecht Karle, U. Katz, Matthew Kauer, M. Kellermann, John Lawrence Kelley, A. Kheirandish, J. Kim, K. Kin, T. Kintscher, Joanna Kiryluk, Spencer R. Klein, R. Koirala, Hermann Kolanoski, Lutz Köpke, Claudio Kopper, Sandro Kopper, D. Jason Koskinen, P. Koundal, M. Kovacevich, Marek Kowalski, K. Krings, G. Krückl, Naoko Kurahashi, A. Kyriacou, C. Lagunas Gualda, J. L. Lanfranchi, Michael James Larson, F. Lauber, J. P. Lazar, K. Leonard, A. Leszczynska, Y. Li, Q. R. Liu, E. Lohfink, C. J. Lozano Mariscal, L. Lu, F. Lucarelli, A. Ludwig, W. Luszczak, Y. Lyu, W. Y. Ma, James Madsen, K. B. M. Mahn, Y. Makino, P. Mallik, S. Mancina, I. C. Maris, Reina Maruyama, Keiichi Mase, Frank McNally, Kevin James Meagher, A. Medina, M. Meier, Stephan Meighen-Berger, J. Merz, J. Micallef, D. Mockler, G. Momenté, Teresa Montaruli, R. W. Moore, Katharina Morik, Robert M. Morse, M. Moulai, R. Naab, R. Nagai, Uwe Naumann, J. Necker, L. V. Nguyen, Hans Niederhausen, M. U. Nisa, Sarah C. Nowicki, David R. Nygren, A. Obertacke Pollmann, M. Oehler, Alex Olivas, E. O'Sullivan, H. Pandya, D. V. Pankova, N. Park, G. K. Parker, E. N. Paudel, Peter Peiffer, Carlos Pérez de los Heros, S. Philippen, Damian Pieloth, S. Pieper, Alex Pizzuto, M. Plum, Y. Popovych, A. Porcelli, M. Prado Rodriguez, P. Buford Price, B. Pries, Gerald T. Przybylski, C. Raab, A. Raissi, Mohamed Rameez, Katherine Rawlins, I. C. Rea, A. Rehman, René Reimann, M. Renschler, G. Renzi, Elisa Resconi, Simeon Reusch, Wolfgang Rhode, Michael Richman, Benedikt Riedel, S. Robertson, G. Roellinghoff, Martin Rongen, Carsten Rott, Tim Ruhe, Dirk Ryckbosch, D. Rysewyk Cantu, Ibrahim Safa, S. E. Sanchez Herrera, Alexander Sandrock, J. Sandroos, Juan Marcos Santander, Sourav Sarkar, Subir Sarkar, K. Satalecka, M. Scharf, M. Schaufel, H. Schieler, P. Schlunder, Torsten Schmidt, A. Schneider, J. Schneider, F. G. Schröder, L. Schumacher, S. Sclafani, David Seckel, Surujhdeo Seunarine, A. Sharma, S. Shefali, M. Silva, B. Skrzypek, B. Smithers, R. Snihur, Jan Soedingrekso, Dennis Soldin, Glenn M. Spiczak, Christian Spiering, J. Stachurska, Michael Stamatikos, T. Stanev, R. Stein, J. Stettner, A. Steuer, Thorsten Stezelberger, Robert G. Stokstad, T. Stürwald, T. Stuttard, Gregory W. Sullivan, Ignacio J. Taboada, F. Tenholt, Samvel Ter-Antonyan, Serap Tilav, F. Tischbein, K. Tollefson, L. Tomankova, C. Tönnis, Simona Toscano, D. Tosi, A. Trettin, Maria Tselengidou, Chun Fai Tung, A. Turcati, R. Turcotte, C. F. Turley, J. P. Twagirayezu, B. Ty, M. A. Unland Elorrieta, N. Valtonen-Mattila, Justin Vandenbroucke, D. van Eijk, Nick van Eijndhoven, D. Vannerom, Jakob van Santen, S. Verpoest, Matthias Vraeghe, Christian Walck, A. Wallace, T. B. Watson, Christopher N. Weaver, A. Weindl, M. J. Weiss, J. Weldert, Christopher H. Wendt, J. Werthebach, M. Weyrauch, B. J. Whelan, Nathan Whitehorn, Klaus Wiebe, Christopher H. Wiebusch, Dawn R. Williams, Martin Wolf, Kurt Woschnagg, G. Wrede, J. Wulff, X. W. Xu, Y. Xu, Juan Pablo Yáñez, Shigeru Yoshida, T. Yuan, Z. Zhang, The IceCube Collaboration:
A Convolutional Neural Network based Cascade Reconstruction for the IceCube Neutrino Observatory. CoRR abs/2101.11589 (2021)