Reconstruction of Neutrino Events in IceCube using Graph Neural Networks

IceCube Collaboration; Ha Minh, Martin; Abbasi, Rasha; Ackermann, Markus; Adams, Jenni; Aguilar, Juanan; Ahlers, M.; Ahrens, Maryon; Alispach, Cyril Martin; Alves Junior, Antonio Augusto; Amin, Najia Moureen Binte; An, Rui; Andeen, Karen; Anderson, Tyler; Anton, Gisela; Arguelles, Carlos; Ashida, Yosuke; Axani, Spencer; Bai, Xinhua; Balagopal V., Aswathi; Barbano, Anastasia Maria; Barwick, S. W.; Bastian, Benjamin; Basu, Vedant; Baur, Sebastian; Bay, R. C.; Beatty, J. J.; Becker, K.-H.; Becker Tjus, Julia; Bellenghi, Chiara; BenZvi, Segev; Berley, D.; Bernardini, Elisa; Besson, D. Z.; Binder, Gary; Bindig, Daniel; Blaufuss, E.; Blot, Summer; Boddenberg, Matthias; Bontempo, Federico; Borowka, Jurgen; Boser, S.; Botner, Olga; Bottcher, Jakob; Bourbeau, Etienne; Bradascio, Federica; Braun, J.; Bron, Stephanie; Brostean-Kaiser, Jannes; Browne, Sally-Ann; Burgman, Alexander; Burley, Ryan; Busse, Raffaela; Campana, Michael; Carnie-Bronca, Erin; Chen, Chujie; Chirkin, Dmitry; Choi, Koun; Clark, Brian; Clark, Kenneth; Classen, Lew; Coleman, Alan; Collin, Gabriel; Conrad, J. M.; Coppin, Paul; Correa, Pablo; Cowen, D. F.; Cross, R.; Dappen, Christian; Dave, Pranav; Clercq, Catherine De; DeLaunay, James; Dembinski, Hans; Deoskar, Kunal; De Ridder, Sam; Desai, Abhishek; Desiati, Paolo; Vries, Krijn De; Wasseige, Gwenhaël de; De With, Meike; DeYoung, Tyce; Dharani, Sukeerthi; Diaz, Alejandro; Diaz-Velez, Juan Carlos; Dittmer, Markus; Dujmovic, Hrvoje; Dunkman, Matt; DuVernois, Michael; Dvorak, Emily; Ehrhardt, Thomas; Eller, Philipp; Engel, Ralph; Erpenbeck, Hannah; Evans, John; Evenson, P. A.; Fan, Kwok Lung; Fazely, A. R.; Fiedlschuster, Sebastian; Fienberg, Aaron; Filimonov, Kirill; Finley, Chad; Fischer, Leander; Fox, Derek B.; Franckowiak, Anna; Friedman, Elizabeth; Fritz, Alexander; Furst, Philipp; Gaisser, T. K.; Gallagher, Jay; Ganster, Erik; Garcia, Alfonso; Garrappa, Simone; Gerhardt, L.; Ghadimi, Ava; Glaser, Christian; Glauch, Theo; Glusenkamp, Thorsten; Goldschmidt, A.; Gonzalez, Javier; Goswami, Sreetama; Grant, Darren; Grégoire, Timothée; Griswold, Spencer; Gunduz, Mehmet; Günther, Christoph; Haack, Christian; Hallgren, Allan; Halliday, R.; Halve, L.; Halzen, F.; Hanson, Kael; Hardin, John; Harnisch, Alexander A.; Haungs, Andreas; Hauser, Simon; Hebecker, Dustin; Helbing, K.; Henningsen, Felix; Hettinger, Emma C.; Hickford, Stephanie; Hignight, Joshua; Hill, Colton; Hill, G. C.; Hoffman, Kara; Hoffmann, Ruth; Hoinka, Tobias; Hokanson-Fasig, Benjamin; Hoshina, K.; Huang, Feifei; Huber, Matthias; Huber, Thomas; Hultqvist, Klas; Hunnefeld, Mirco; Hussain, Raamis; In, Seongjin; Iovine, Nadège; Ishihara, Aya; Jansson, Matti; Japaridze, George; Jeong, Minjin; Jones, Ben; Kang, Donghwa; Kang, Woosik; Kang, Xinyue; Kappes, Alexander; Kappesser, David; Karg, Timo; Karl, Martina; Karle, A.; Katz, U.; Kauer, M.; Kellermann, Moritz; Kelley, J. L.; Kheirandish, Ali; Kin, Ken'ichi; Kintscher, Thomas; Kiryluk, Joanna; Klein, Spencer; Koirala, Ramesh; Kolanoski, Hermann; Kontrimas, Tomas; Kopke, Lutz; Kopper, Claudio; Kopper, Sandro; Koskinen, D. J.; Koundal, Paras; Kovacevich, Michael; Kowalski, Marek; Kozynets, Tetiana; Kun, Emma; Kurahashi, Naoko; Lad, Neha; Lagunas Gualda, Cristina; Lanfranchi, Justin; Larson, M. J.; Lauber, Frederik Hermann; Lazar, Jeffrey; Lee, Jiwoong; Leonard, Kayla; Leszczyńska, Agnieszka; Li, Yijia; Lincetto, Massimiliano; Liu, Qinrui; Liubarska, Maria; Lohfink, Elisa; Lozano Mariscal, Cristian Jesus; Lu, Lu; Lucarelli, Francesco; Ludwig, Andrew; Luszczak, William; Lyu, Yang; Ma, Wing Yan; Madsen, James; Mahn, Kendall; Makino, Yuya; Mancina, Sarah; Maris, Ioana Codrina; Maruyama, Reina H.; Mase, K.; McElroy, Thomas; McNally, Frank; Mead, James Vincent; Meagher, K.; Medina, Andres; Meier, Maximilian; Meighen-Berger, Stephan; Micallef, Jessie; Mockler, Daniela; Montaruli, Teresa; Moore, Roger; Morse, R.; Moulai, Marjon; Naab, Richard; Nagai, Ryo; Naumann, Uwe; Necker, Jannis; Nguyen, Le Viet; Niederhausen, Hans; Nisa, Mehr; Nowicki, Sarah; Nygren, Dave; Obertacke Pollmann, Anna; Oehler, Marie; Olivas, A.; O'Sullivan, Erin; Pandya, Hershal; Pankova, Daria; Park, Nahee; Parker, Grant; Paudel, Ek Narayan; Paul, Larissa; Perez de los Heros, Carlos; Peters, Lilly; Peterson, Josh; Philippen, Saskia; Pieloth, Damian; Pieper, Sarah; Pittermann, Martin; Pizzuto, A.; Plum, M.; Popovych, Yuiry; Porcelli, Alessio; Prado Rodriguez, Maria; Price, P. Buford; Pries, Brandom; Przybylski, Gerald; Raab, Christoph; Raissi, Amirreza; Rameez, Mohamed; Rawlins, K.; Rea, Immacolata Carmen; Rehman, Abdul; Reichherzer, Patrick; Reimann, René; Renzi, Giovanni; Resconi, Elisa; Reusch, Simeon; Rhode, Wolfgang; Richman, Mike; Riedel, Benedikt; Roberts, Ella; Robertson, Sally; Roellinghoff, Gerrit; Rongen, Martin; Rott, Carsten; Ruhe, Tim; Ryckbosch, Dirk; Rysewyk Cantu, Devyn; Safa, Ibrahim; Saffer, Julian; Sanchez Herrera, Sebastian; Sandrock, Alexander; Sandroos, Joakim; Santander, Marcos; Sarkar, Subir; Sarkar, Sourav; Satalecka, Konstancja; Scharf, Maximilian Karl; Schaufel, Merlin; Schieler, Harald; Schindler, Sebastian; Schlunder, P.; Schmidt, Torsten; Schneider, Austin; Schneider, Judith; Schröder, Frank G.; Schumacher, Lisa Johanna; Schwefer, Georg; Sclafani, Steve; Seckel, D.; Seunarine, Surujhdeo; Sharma, Ankur; Shefali, Shefali; Silva, Manuel; Skrzypek, Barbara; Smithers, Ben; Snihur, Robert; Soedingrekso, Jan; Soldin, Dennis; Spannfellner, Christian; Spiczak, Glenn; Spiering, Christian; Stachurska, Juliana; Stamatikos, Michael; Stanev, T.; Stein, Robert; Stettner, Joeran; Steuer, A.; Stezelberger, T.; Sturwald, Timo; Stuttard, Thomas; Sullivan, G. W.; Taboada, I.; Tenholt, Frederik; Ter-Antonyan, Samvel; Tilav, S.; Tischbein, Franziska; Tollefson, Kirsten; Tomankova, Lenka; Tönnis, Christoph; Toscano, Simona; Tosi, Delia; Trettin, Alexander; Tselengidou, Maria; Tung, Chunfai; Turcati, Andrea; Turcotte, Roxanne; Turley, Colin; Twagirayezu, Jean Pierre; Ty, Bunheng; Unland Elorrieta, Martin; Valtonen-Mattila, Nora; Vandenbroucke, Justin; Eijndhoven, Nick Van; Vannerom, David; Santen, Jakob Van; Verpoest, Stef; Vraeghe, Matthias; Walck, C.; Watson, Timothyblake; Weaver, Chris; Weigel, Philip; Weindl, Andreas; Weiss, Matthew; Weldert, Jan; Wendt, Chris; Werthebach, Johannes; Weyrauch, Mark; Whitehorn, Nathan; Wiebusch, C. H.; Williams, Dawn; Wolf, Martin; Woschnagg, Kurt; Wrede, Gerrit; Wulff, Johan; Xu, Xianwu; Xu, Yiqian; Yanez, Juan Pablo; Yoshida, S.; Yu, Shiqi; Yuan, Tianlu; Zhang, Zelong

doi:10.22323/1.395.1044

Reconstruction of Neutrino Events in IceCube using Graph Neural Networks

IceCube Collaboration; Ha Minh, Martin; Abbasi, Rasha; Ackermann, Markus; Adams, Jenni; Aguilar, Juanan; Ahlers, M.; Ahrens, Maryon; Alispach, Cyril Martin; Alves Junior, Antonio Augusto; Amin, Najia Moureen Binte; An, Rui; Andeen, Karen; Anderson, Tyler; Anton, Gisela; Arguelles, Carlos; Ashida, Yosuke; Axani, Spencer; Bai, Xinhua; ... mehr

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DOI: 10.5445/IR/1000138576

Veröffentlicht am 07.10.2021

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DOI: 10.22323/1.395.1044

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Zugehörige Institution(en) am KIT	Institut für Astroteilchenphysik (IAP) Institut für Experimentelle Teilchenphysik (ETP)
Publikationstyp	Proceedingsbeitrag
Publikationsmonat/-jahr	07.2021
Sprache	Englisch
Identifikator	ISSN: 1824-8039 KITopen-ID: 1000138576
HGF-Programm	51.13.04 (POF IV, LK 01) Kosmische Strahlung Technologien
Erschienen in	Proceedings of 37th International Cosmic Ray Conference — PoS(ICRC2021) : Berlin, Germany, 12-23 July 2021
Veranstaltung	37th International Cosmic Ray Conference (ICRC 2021), Online, 12.07.2021 – 23.07.2021
Verlag	Scuola Internazionale Superiore di Studi Avanzati (SISSA)
Seiten	Art.-Nr.: 1044
Serie	Proceedings of Science / International School for Advanced Studies ; 395
Vorab online veröffentlicht am	06.07.2021
Externe Relationen	Konferenz
Nachgewiesen in	Dimensions

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Reconstruction of Neutrino Events in IceCube using Graph Neural Networks