Accès ouvert déclaré 2021 conference-paper

Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube

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

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Le résumé fourni par la source

IceCube Collaboration; Huennefeld, Mirco; 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, Jürgen; Boser, S.; Botner, Olga; Böttcher, 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; De Clercq, Catherine; DeLaunay, James; Dembinski, Hans; Deoskar, Kunal; De Ridder, Sam; Desai, Abhishek; Desiati, Paolo; de Vries, Krijn; de Wasseige, Gwenhael; 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; Fürst, 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; Gregoire, Timothee; Griswold, Spencer; Gunduz, Mehmet; Günther, Christoph; Haack, Christian; Hallgren, Allan; Halliday, R.; Halve, Lasse Yannik; Halzen, F.; Ha Minh, Martin; 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, Nadege; 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, Michael J.; Lauber, Frederik Hermann; Lazar, Jeffrey; Lee, Jiwoong; Leonard, Kayla; Leszczynska, 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, Jöran Benjamin; 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; Tonnis, 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; van Eijndhoven, Nick; Vannerom, David; van Santen, Jakob; 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, Christopher; 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

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