Public Kaggle Competition “IceCube - Neutrinos in Deep ice”
Creators: name: IceCube
name: Eller, Philipp
name: Abbasi, Rasha
name: Ackermann, Markus
name: Adams, Jenni
name: Agarwalla, Sanjib
name: Aguilar, Juanan
name: Ahlers, Markus
name: Alameddine, Jean-Marco
name: Amin, Najia Moureen Binte
name: Andeen, Karen
name: Anton, Gisela
name: Arguelles, Carlos
name: Ashida, Yosuke
name: Athanasiadou, Sofia
name: Axani, Spencer
name: Bai, Xinhua
name: Balagopal V, Aswathi
name: Baricevic, Moreno
name: Barwick, Steve
name: Basu, Vedant
name: Bay, Ryan
name: Beatty, James
name: Becker Tjus, Julia
name: Beise, Jakob
name: Bellenghi, Chiara
name: Benning, Charlotte
name: BenZvi, Segev
name: Berley, David
name: Bernardini, Elisa
name: Besson, Dave
name: Blaufuss, Erik
name: Blot, Summer
name: Bontempo, Federico
name: Book, Julia
name: Boscolo Meneguolo, Caterina
name: BOSER, Sebastian
name: Botner, Olga
name: Bottcher, Jakob
name: Bourbeau, Etienne
name: Braun, Jim
name: Brinson, Bennett
name: Brostean-Kaiser, Jannes
name: Burley, Ryan T.
name: Busse, Raffaela
name: Butterfield, Delaney
name: Campana, Michael
name: Carloni, Kiara
name: Carnie-Bronca, Erin
name: Chattopadhyay, Sharmistha
name: Chau, Thien Nhan
name: Chen, Chujie
name: Chen, Zheyang
name: Chirkin, Dmitry
name: Choi, Seowon
name: Clark, Brian
name: Classen, Lew
name: Coleman, Alan
name: Collin, Gabriel
name: Connolly, Amy
name: Conrad, Janet
name: Coppin, Paul
name: Correa, Pablo
name: Cowen, Doug
name: Dave, Pranav
name: DE CLERCQ, Catherine
name: DeLaunay, James
name: Delgado Lopez, Diyaselis
name: Deng, Shuyang
name: Deoskar, Kunal
name: Desai, Abhishek
name: Desiati, Paolo
name: De Vries, Krijn
name: De Wasseige, Gwenhaël
name: DeYoung, Tyce
name: Diaz, Alejandro
name: Diaz-Velez, Juan Carlos
name: Dittmer, Markus
name: Domi, Alba
name: Dujmovic, Hrvoje
name: DuVernois, Michael
name: Ehrhardt, Thomas
name: Ellinger, Enrico
name: El Mentawi, Sharif
name: Elsässer, Dominik
name: Engel, Ralph
name: Erpenbeck, Hannah
name: Evans, John
name: Evenson, Paul
name: Fan, Kwok Lung
name: Fang, Ke
name: Farrag, Kareem Ramadan
name: Fazely, Ali
name: Fedynitch, Anatoli
name: Feigl, Nora
name: Fiedlschuster, Sebastian
name: Finley, Chad
name: Fischer, Leander
name: Fox, Derek B.
name: Franckowiak, Anna
name: Fritz, Alexander
name: Furst, Philipp
name: Gallagher, Jay
name: Ganster, Erik
name: Garcia, Alfonso
name: Gerhardt, Lisa
name: Ghadimi, Ava
name: Glaser, Christian
name: Glauch, Theo
name: Glusenkamp, Thorsten
name: Goehlke, Noah
name: Gonzalez, Javier
name: Goswami, Sreetama
name: Grant, Darren
name: Gray, Shannon
name: Gries, Oliver
name: Griffin, Sean
name: Griswold, Spencer
name: Groth, Kathrine Morch
name: Günther, Christoph
name: Gutjahr, Pascal
name: Haack, Christian
name: Hallgren, Allan
name: Halliday, Robert
name: Halve, Lasse
name: Halzen, Francis
name: Hamdaoui, Hassane
name: Ha Minh, Martin
name: Hanson, Kael
name: Hardin, John
name: Harnisch, Alexander
name: Hatch, Patrick
name: Haungs, Andreas
name: Helbing, Klaus
name: Hellrung, Jonas
name: Henningsen, Felix
name: Heuermann, Lars Philipp
name: Heyer, Nils
name: Hickford, Stephanie
name: Hidvegi, Attila
name: Hill, Colton
name: Hill, Gary
name: Hoffman, Kara
name: Hori, Sam
name: Hoshina, Kotoyo
name: Hou, Wenjie
name: Huber, Thomas
name: Hultqvist, Klas
name: Hunnefeld, Mirco
name: Hussain, Raamis
name: Hymon, Karolin
name: In, Seongjin
name: Ishihara, Aya
name: Jacquart, Marc
name: Janik, Oliver
name: Jansson, Matti
name: Japaridze, George
name: Jeong, Minjin
name: Jin, Miaochen
name: Jones, Ben
name: Kang, Donghwa
name: Kang, Woosik
name: Kang, Xinyue
name: Kappes, Alexander
name: Kappesser, David
name: Kardum, Leonora
name: Karg, Timo
name: Karl, Martina
name: Karle, Albrecht
name: Katz, Ulì
name: Kauer, Matt
name: Kelley, John
name: Khatee Zathul, Arifa
name: Kheirandish, Ali
name: Kiryluk, Joanna
name: Klein, Spencer
name: Kochocki, Alina
name: Koirala, Ramesh
name: Kolanoski, Hermann
name: Kontrimas, Tomas
name: Kopke, Lutz
name: Kopper, Claudio
name: Koskinen, Jason
name: Koundal, Paras
name: Kovacevich, Michael
name: Kowalski, Marek
name: Kozynets, Tetiana
name: Jayakumar, Krishnamoorthi
name: Kruiswijk, Karlijn
name: Krupczak, Emmett
name: Kumar, Anil
name: Kun, Emma
name: Neilson, Naoko Kurahashi
name: Lad, Neha Navnitkumar
name: Lagunas Gualda, Cristina
name: Lamoureux, Mathieu
name: Larson, Michael J.
name: Latseva, Silvia
name: Lauber, Frederik Hermann
name: Lazar, Jeffrey
name: Lee, Jiwoong
name: Leonard DeHolton, Kayla
name: Leszczynska, Agnieszka
name: Lincetto, Massimiliano
name: Liu, Qinrui
name: Liubarska, Maria
name: Lohfink, Elisa
name: Love, Christina
name: Lozano Mariscal, Cristian Jesus
name: Lu, Lu
name: Lucarelli, Francesco
name: Luszczak, William
name: Lyu, Yang
name: Madsen, Jim
name: Mahn, Kendall
name: Makino, Yuya
name: Manao, Elena
name: Mancina, Sarah
name: Marie Sainte, Wenceslas
name: Maris, Ioana Codrina
name: Marka, Szabolcs
name: Marka, Zsuzsa
name: Marsee, Matthew
name: Martinez-Soler, Ivan
name: Maruyama, Reina H.
name: Mayhew, Finn
name: McElroy, Thomas
name: McNally, Frank
name: Mead, James Vincent
name: Meagher, Kevin
name: Mechbal, Sarah
name: Medina, Andres
name: Meier, Maximilian
name: Merckx, Yarno
name: Merten, Lukas
name: Micallef, Jessie
name: Mitchell, Justin
name: Montaruli, Teresa
name: Moore, Roger
name: Morii, Yasutsugu
name: Morse, Bob
name: Moulai, Marjon
name: Mukherjee, Tista
name: Naab, Richard
name: Nagai, Ryo
name: Nakos, Maxwell
name: Naumann, Uwe
name: Necker, Jannis
name: Negi, Akshima
name: Neumann, Miriam
name: Niederhausen, Hans
name: Nisa, Mehr
name: Noell, Andreas
name: Novikov, Alexander
name: Nowicki, Sarah
name: Pollmann, Anna
name: O'Dell, Vivian
name: Oehler, Marie
name: Oeyen, Bob
name: Olivas, Alex
name: Orsoe, Rasmus
name: Osborn, Jesse
name: O'Sullivan, Erin
name: Pandya, Hershal
name: Park, Nahee
name: Parker, Grant
name: Paudel, Ek Narayan
name: Paul, Larissa
name: Pérez De Los Heros, Carlos
name: Peterson, Josh
name: Philippen, Saskia
name: Pizzuto, Alex
name: Plum, Matthias
name: Ponten, Axel
name: Popovych, Yuriy
name: Prado Rodriguez, Maria
name: Pries, Brandon
name: Procter-Murphy, Rachel
name: Przybylski, Gerald
name: Raab, Christoph
name: Rack-Helleis, John
name: Rawlins, Katherine
name: Rechav, Zoe
name: Rehman, Abdul
name: Reichherzer, Patrick
name: Renzi, Giovanni
name: Resconi, Elisa
name: Reusch, Simeon
name: Rhode, Wolfgang
name: Riedel, Benedikt
name: Rifaie, Adam
name: Roberts, Ella
name: Robertson, Sally
name: Rodan, Steven T.
name: Roellinghoff, Gerrit
name: Rongen, Martin
name: Rott, Carsten
name: Ruhe, Tim
name: Ruohan, Li
name: Ryckbosch, Dirk
name: Safa, Ibrahim
name: Saffer, Julian
name: Salazar-Gallegos, Daniel
name: Sampathkumar, Pranav
name: Sanchez Herrera, Sebastian
name: Sandrock, Alexander
name: Santander, Marcos
name: Sarkar, Sourav
name: Sarkar, Subir
name: Savelberg, Joelle
name: Savina, Pierpaolo
name: Schaufel, Merlin
name: Schieler, Harald
name: Schindler, Sebastian
name: Schlickmann, Lea
name: Schluter, Berit
name: Schlüter, Felix
name: Schmeisser, Nick
name: Schmidt, Torsten
name: Schneider, Judith
name: Schröder, Frank G.
name: Schumacher, Lisa Johanna
name: Schwefer, Georg
name: Sclafani, Steve
name: Seckel, David
name: Seikh, Mohammad Ful Hossain
name: Seunarine, Suruj
name: Shah, Riya
name: Sharma, Ankur
name: Shefali, S.
name: Shimizu, Nobuhiro
name: Silva, Manuel
name: Skrzypek, Barbara
name: Smithers, Ben
name: Snihur, Robert
name: Soedingrekso, Jan
name: Sogaard, Andreas
name: Soldin, Dennis
name: Soldin, Philipp
name: Sommani, Giacomo
name: Spannfellner, Christian
name: Spiczak, Glenn
name: Spiering, Christian
name: Stamatikos, Michael
name: Stanev, Todor
name: Stezelberger, Thorsten
name: Sturwald, Timo
name: Stuttard, Thomas
name: Sullivan, Greg
name: Taboada, Ignacio
name: Ter-Antonyan, Samvel
name: Thiesmeyer, Matthias
name: Thompson, Will
name: Thwaites, Jessie
name: Tilav, Serap
name: Tollefson, Kirsten
name: Tönnis, Christoph
name: Toscano, Simona
name: Tosi, Delia
name: Trettin, Alexander
name: Tung, Chun Fai
name: Turcotte, Roxanne
name: Twagirayezu, Jean Pierre
name: Ty, Bunheng
name: Unland Elorrieta, Martin
name: Upadhyay, Anuj Kumar
name: Upshaw, Karriem
name: Valtonen-Mattila, Nora
name: Vandenbroucke, Justin
name: Van Eijndhoven, Nick
name: Vannerom, David
name: Van Santen, Jakob
name: Vara, Javi
name: Veitch-Michaelis, Joshua
name: Venugopal, Megha
name: Vereecken, Matthias
name: Verpoest, Stef
name: Veske, Doğa
name: Vijai, Aishwarya
name: Walck, Christian
name: Weaver, Chris
name: Weigel, Philip
name: Weindl, Andreas
name: Weldert, Jan
name: Wendt, Chris
name: Werthebach, Johannes
name: Weyrauch, Mark
name: Whitehorn, Nathan
name: Wiebusch, Christopher
name: Willey, Nathan
name: Williams, Dawn
name: Witthaus, Lucas
name: Wolf, Annika
name: Wolf, Martin
name: Wrede, Gerrit
name: Xu, Xianwu
name: Yanez, Juan Pablo
name: Yildizci, Emre Burak
name: Yoshida, Shigeru
name: Young, Robert
name: Yu, Felix J.
name: Yu, Shiqi
name: Yuan, Tianlu
name: Zhang, Zelong
name: Zhelnin, Pavel
name: Zimmerman, Melany
Publisher: name: Scuola Internazionale Superiore di Studi Avanzati (SISSA)
Year: 2023

description: The reconstruction of neutrino events in the IceCube experiment is crucial for many scientific analyses, including searches for cosmic neutrino sources. The Kaggle competition "IceCube - Neutrinos in Deep ice" was a public machine learning challenge designed to encourage the development of innovative solutions to improve the accuracy and efficiency of neutrino event reconstruction. Participants worked with a dataset of simulated neutrino events and were tasked with creating a suitable model to predict the direction vector of incoming neutrinos. From January to April 2023, hundreds of teams competed for a total of $50k prize money, which was awarded to the best performing few out of the many thousand submissions. In this contribution I will present some insights into the organization of this large outreach project, and summarize some of the main findings, results and takeaways.