Combining Maximum-Likelihood with Deep Learning for Event Reconstruction in IceCube
Year: 2021
Type: conference-paper
Abstract: 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
Source: RWTH Publications (RWTH Aachen)
Authors: IceCube Collaboration, Huennefeld, Mirco, Amin, Najia Moureen Binte, Finley, Chad, Fischer, Leander, Fox, Derek B., Franckowiak, Anna, Friedman, Elizabeth, Fritz, Alexander, Fürst, Philipp, Gaisser, T. K., Gallagher, Jay, Ganster, Erik, An, Rui, Garcia, Alfonso, Garrappa, Simone, Gerhardt, L., Ghadimi, Ava, Glaser, Christian, Glauch, Theo, Glusenkamp, Thorsten, Goldschmidt, A., Gonzalez, Javier, Goswami, Sreetama, Andeen, Karen, Grant, Darren, Gregoire, Timothee, Griswold, Spencer, Gunduz, Mehmet, Günther, Christoph, Haack, Christian, Hallgren, Allan, Halliday, R., Halve, Lasse Yannik, Halzen, F., Anderson, Tyler, Ha Minh, Martin, Hanson, Kael, Hardin, John, Harnisch, Alexander A., Haungs, Andreas, Hauser, Simon, Hebecker, Dustin, Helbing, K., Henningsen, Felix, Hettinger, Emma C., Anton, Gisela, Hickford, Stephanie, Hignight, Joshua, Hill, Colton, Hill, G. C., Hoffman, Kara, Hoffmann, Ruth, Hoinka, Tobias, Hokanson-Fasig, Benjamin, Hoshina, K., Huang, Feifei, Arguelles, Carlos, Huber, Matthias, Huber, Thomas, Hultqvist, Klas, Hunnefeld, Mirco, Hussain, Raamis, In, Seongjin, Iovine, Nadege, Ishihara, Aya, Jansson, Matti, Japaridze, George, Ashida, Yosuke, Jeong, Minjin, Jones, Ben, Kang, Donghwa, Kang, Woosik, Kang, Xinyue, Kappes, Alexander, Kappesser, David, Karg, Timo, Karl, Martina, Karle, A., Axani, Spencer, Katz, U., Kauer, M., Kellermann, Moritz, Kelley, J. L., Kheirandish, Ali, Kin, Ken'ichi, Kintscher, Thomas, Kiryluk, Joanna, Klein, Spencer, Koirala, Ramesh, Bai, Xinhua, Kolanoski, Hermann, Kontrimas, Tomas, Kopke, Lutz, Kopper, Claudio, Kopper, Sandro, Koskinen, D. J., Koundal, Paras, Kovacevich, Michael, Kowalski, Marek, Kozynets, Tetiana, Balagopal V., Aswathi, Kun, Emma, Kurahashi, Naoko, Lad, Neha, Lagunas Gualda, Cristina, Lanfranchi, Justin, Larson, Michael J., Lauber, Frederik Hermann, Lazar, Jeffrey, Lee, Jiwoong, Leonard, Kayla, Abbasi, Rasha, Barbano, Anastasia Maria, Leszczynska, Agnieszka, Li, Yijia, Lincetto, Massimiliano, Liu, Qinrui, Liubarska, Maria, Lohfink, Elisa, Lozano Mariscal, Cristian Jesus, Lu, Lu, Lucarelli, Francesco, Ludwig, Andrew, Barwick, S. W., Luszczak, William, Lyu, Yang, Ma, Wing Yan, Madsen, James, Mahn, Kendall, Makino, Yuya, Mancina, Sarah, Maris, Ioana Codrina, Maruyama, Reina H., Mase, K., Bastian, Benjamin, McElroy, Thomas, McNally, Frank, Mead, James Vincent, Meagher, K., Medina, Andres, Meier, Maximilian, Meighen-Berger, Stephan, Micallef, Jessie, Mockler, Daniela, Montaruli, Teresa, Basu, Vedant, Moore, Roger, Morse, R., Moulai, Marjon, Naab, Richard, Nagai, Ryo, Naumann, Uwe, Necker, Jannis, Nguyen, Le Viet, Niederhausen, Hans, Nisa, Mehr, Baur, Sebastian, Nowicki, Sarah, Nygren, Dave, Obertacke Pollmann, Anna, Oehler, Marie, Olivas, A., O'Sullivan, Erin, Pandya, Hershal, Pankova, Daria, Park, Nahee, Parker, Grant, Bay, R. C., Paudel, Ek Narayan, Paul, Larissa, Perez de los Heros, Carlos, Peters, Lilly, Peterson, Josh, Philippen, Saskia, Pieloth, Damian, Pieper, Sarah, Pittermann, Martin, Pizzuto, A., Beatty, J. J., Plum, M., Popovych, Yuiry, Porcelli, Alessio, Prado Rodriguez, Maria, Price, P. Buford, Pries, Brandom, Przybylski, Gerald, Raab, Christoph, Raissi, Amirreza, Rameez, Mohamed, Becker, K. H., Rawlins, K., Rea, Immacolata Carmen, Rehman, Abdul, Reichherzer, Patrick, Reimann, René, Renzi, Giovanni, Resconi, Elisa, Reusch, Simeon, Rhode, Wolfgang, Richman, Mike, Becker Tjus, Julia, Riedel, Benedikt, Roberts, Ella, Robertson, Sally, Roellinghoff, Gerrit, Rongen, Martin, Rott, Carsten, Ruhe, Tim, Ryckbosch, Dirk, Rysewyk Cantu, Devyn, Safa, Ibrahim, Bellenghi, Chiara, Saffer, Julian, Sanchez Herrera, Sebastian, Sandrock, Alexander, Sandroos, Joakim, Santander, Marcos, Sarkar, Subir, Sarkar, Sourav, Satalecka, Konstancja, Scharf, Maximilian Karl, Schaufel, Merlin, Ackermann, Markus, BenZvi, Segev, Schieler, Harald, Schindler, Sebastian, Schlunder, P., Schmidt, Torsten, Schneider, Austin, Schneider, Judith, Schröder, Frank G., Schumacher, Lisa Johanna, Schwefer, Georg, Sclafani, Steve, Berley, D., Seckel, D., Seunarine, Surujhdeo, Sharma, Ankur, Shefali, Shefali, Silva, Manuel, Skrzypek, Barbara, Smithers, Ben, Snihur, Robert, Soedingrekso, Jan, Soldin, Dennis, Bernardini, Elisa, Spannfellner, Christian, Spiczak, Glenn, Spiering, Christian, Stachurska, Juliana, Stamatikos, Michael, Stanev, T., Stein, Robert, Stettner, Jöran Benjamin, Steuer, A., Stezelberger, T., Besson, D. Z., Sturwald, Timo, Stuttard, Thomas, Sullivan, G. W., Taboada, I., Tenholt, Frederik, Ter-Antonyan, Samvel, Tilav, S., Tischbein, Franziska, Tollefson, Kirsten, Tomankova, Lenka, Binder, Gary, Tonnis, Christoph, Toscano, Simona, Tosi, Delia, Trettin, Alexander, Tselengidou, Maria, Tung, Chunfai, Turcati, Andrea, Turcotte, Roxanne, Turley, Colin, Twagirayezu, Jean Pierre, Bindig, Daniel, Ty, Bunheng, Unland Elorrieta, Martin, Valtonen-Mattila, Nora, Vandenbroucke, Justin, van Eijndhoven, Nick, Vannerom, David, van Santen, Jakob, Verpoest, Stef, Vraeghe, Matthias, Walck, C., Blaufuss, E., Watson, Timothyblake, Weaver, Chris, Weigel, Philip, Weindl, Andreas, Weiss, Matthew, Weldert, Jan, Wendt, Chris, Werthebach, Johannes, Weyrauch, Mark, Whitehorn, Nathan, Blot, Summer, Wiebusch, Christopher, Williams, Dawn, Wolf, Martin, Woschnagg, Kurt, Wrede, Gerrit, Wulff, Johan, Xu, Xianwu, Xu, Yiqian, Yanez, Juan Pablo, Yoshida, S., Boddenberg, Matthias, Yu, Shiqi, Yuan, Tianlu, Zhang, Zelong, Bontempo, Federico, Adams, Jenni, Borowka, Jürgen, Boser, S., Botner, Olga, Böttcher, Jakob, Bourbeau, Etienne, Bradascio, Federica, Braun, J., Bron, Stephanie, Brostean-Kaiser, Jannes, Browne, Sally-Ann, Aguilar, Juanan, Burgman, Alexander, Burley, Ryan, Busse, Raffaela, Campana, Michael, Carnie-Bronca, Erin, Chen, Chujie, Chirkin, Dmitry, Choi, Koun, Clark, Brian, Clark, Kenneth, Ahlers, M., Classen, Lew, Coleman, Alan, Collin, Gabriel, Conrad, J. M., Coppin, Paul, Correa, Pablo, Cowen, D. F., Cross, R., Dappen, Christian, Dave, Pranav, Ahrens, Maryon, 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, Alispach, Cyril Martin, DeYoung, Tyce, Dharani, Sukeerthi, Diaz, Alejandro, Diaz-Velez, Juan Carlos, Dittmer, Markus, Dujmovic, Hrvoje, Dunkman, Matt, DuVernois, Michael, Dvorak, Emily, Ehrhardt, Thomas, Alves Junior, Antonio Augusto, Eller, Philipp, Engel, Ralph, Erpenbeck, Hannah, Evans, John, Evenson, P. A., Fan, Kwok Lung, Fazely, A. R., Fiedlschuster, Sebastian, Fienberg, Aaron, Filimonov, Kirill
Language: English
Topic: Neutrino Physics Research
Subfield: Nuclear and High Energy Physics
Field: Physics and Astronomy
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7128104154