Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks

Frank G. Schroeder; Federico Bontempo; R. Abbasi; M. Ackermann; J. Adams; S. K. Agarwalla; J. A. Aguilar; M. Ahlers; J. M. Alameddine; S. Ali; N. M. Amin; K. Andeen; C. Argüelles; Y. Ashida; S. Athanasiadou; S. N. Axani; R. Babu; X. Bai; J. Baines-Holmes; A. Balagopal; S. W. Barwick; S. Bash; V. Basu; R. Bay; J. J. Beatty; J. Becker Tjus; P. Behrens; J. Beise; C. Bellenghi; B. Benkel; S. BenZvi; D. Berley; E. Bernardini; D. Z. Besson; E. Blaufuss; L. Bloom; S. Blot; I. Bodo; F. Bontempo; J. Y.Book Motzkin; C. Boscolo Meneguolo; S. Böser; O. Botner; J. Böttcher; J. Braun; B. Brinson; Z. Brisson-Tsavoussis; R. T. Burley; D. Butterfield; M. A. Campana; K. Carloni; J. Carpio; S. Chattopadhyay; N. Chau; Z. Chen; D. Chirkin; S. Choi; B. A. Clark; A. Coleman; P. Coleman; G. H. Collin; D. A.Coloma Borja; A. Connolly; J. M. Conrad; R. Corley; D. F. Cowen; C. De Clercq; J. J. DeLaunay; D. Delgado; T. Delmeulle; S. Deng; P. Desiati; K. D. de Vries; G. de Wasseige; T. DeYoung; J. C. Díaz-Vélez; S. DiKerby; M. Dittmer; A. Domi; L. Draper; L. Dueser; D. Durnford; K. Dutta; M. A. DuVernois; T. Ehrhardt; L. Eidenschink; A. Eimer; P. Eller; E. Ellinger; D. Elsässer; R. Engel; H. Erpenbeck; W. Esmail; S. Eulig; J. Evans; P. A. Evenson; K. L. Fan; K. Fang; K. Farrag; A. R. Fazely

doi:10.22323/1.501.1127

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Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks

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Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks

Frank G. Schroeder, Federico Bontempo, R. Abbasi, M. Ackermann, J. Adams, S. K. Agarwalla, J. A. Aguilar, M. Ahlers, J. M. Alameddine, S. Ali, …

Pos : proceedings of science, v 501, 1127

30 Dec 2025

DOI: https://doi.org/10.22323/1.501.1127

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Title: Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks
Creators: Frank G. Schroeder - RWTH Aachen University
Federico Bontempo - Department of Physics, University of Adelaide, Adelaide, Australia
R. Abbasi - Loyola University Chicago
M. Ackermann - Deutsches Elektronen-Synchrotron DESY
J. Adams - University of Canterbury
S. K. Agarwalla - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
J. A. Aguilar - Université Libre de Bruxelles
M. Ahlers - University of Copenhagen
J. M. Alameddine - TU Dortmund University
S. Ali - University of Kansas
N. M. Amin - University of Delaware
K. Andeen - Marquette University
C. Argüelles - Harvard University
Y. Ashida - University of Utah
S. Athanasiadou - Deutsches Elektronen-Synchrotron DESY
S. N. Axani - University of Delaware
R. Babu - Michigan State University
X. Bai - South Dakota School of Mines and Technology
J. Baines-Holmes - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
A. Balagopal - University of Delaware
S. W. Barwick - University of California, Irvine
S. Bash - Ludwig-Maximilians-Universität München
V. Basu - University of Utah
R. Bay - University of California, Berkeley
J. J. Beatty - The Ohio State University
J. Becker Tjus - Fakultät für Physik & Astronomie, Ruhr-Universität Bochum, Bochum, Germany
P. Behrens - RWTH Aachen University
J. Beise - Uppsala University
C. Bellenghi - Ludwig-Maximilians-Universität München
B. Benkel - Deutsches Elektronen-Synchrotron DESY
S. BenZvi - University of Rochester
D. Berley - University of Maryland, College Park
E. Bernardini - Dipartimento di Fisica e Astronomia Galileo Galilei, Università Degli Studi di Padova, Padova, Italy
D. Z. Besson - University of Kansas
E. Blaufuss - University of Maryland, College Park
L. Bloom - University of Alabama
S. Blot - Deutsches Elektronen-Synchrotron DESY
I. Bodo - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
F. Bontempo - Karlsruhe Institute of Technology
J. Y.Book Motzkin - Harvard University
C. Boscolo Meneguolo - Dipartimento di Fisica e Astronomia Galileo Galilei, Università Degli Studi di Padova, Padova, Italy
S. Böser - Institute of Physics, University of Mainz, Mainz, Germany
O. Botner - Uppsala University
J. Böttcher - RWTH Aachen University
J. Braun - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
B. Brinson - Georgia Institute of Technology
Z. Brisson-Tsavoussis - Queen's University
R. T. Burley - The University of Adelaide
D. Butterfield - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
M. A. Campana - Dept. of Physics, Drexel University, Philadelphia, PA, United States
K. Carloni - Harvard University
J. Carpio - University of Nevada, Las Vegas
S. Chattopadhyay - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
N. Chau - Université Libre de Bruxelles
Z. Chen - Stony Brook University
D. Chirkin - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
S. Choi - University of Utah
B. A. Clark - University of Maryland, College Park
A. Coleman - Uppsala University
P. Coleman - RWTH Aachen University
G. H. Collin - Massachusetts Institute of Technology
D. A.Coloma Borja - Dipartimento di Fisica e Astronomia Galileo Galilei, Università Degli Studi di Padova, Padova, Italy
A. Connolly - The Ohio State University
J. M. Conrad - Massachusetts Institute of Technology
R. Corley - University of Utah
D. F. Cowen - Pennsylvania State University
C. De Clercq - Vrije Universiteit Brussel
J. J. DeLaunay - Pennsylvania State University
D. Delgado - Harvard University
T. Delmeulle - Université Libre de Bruxelles
S. Deng - RWTH Aachen University
P. Desiati - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
K. D. de Vries - Vrije Universiteit Brussel
G. de Wasseige - UCLouvain
T. DeYoung - Michigan State University
J. C. Díaz-Vélez - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
S. DiKerby - Michigan State University
M. Dittmer - Institut für Kernphysik, Universität Münster, Münster, Germany
A. Domi - Friedrich-Alexander-Universität Erlangen-Nürnberg
L. Draper - University of Utah
L. Dueser - RWTH Aachen University
D. Durnford - University of Alberta
K. Dutta - Institute of Physics, University of Mainz, Mainz, Germany
M. A. DuVernois - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
T. Ehrhardt - Institute of Physics, University of Mainz, Mainz, Germany
L. Eidenschink - Ludwig-Maximilians-Universität München
A. Eimer - Friedrich-Alexander-Universität Erlangen-Nürnberg
P. Eller - Ludwig-Maximilians-Universität München
E. Ellinger - University of Wuppertal
D. Elsässer - TU Dortmund University
R. Engel - Karlsruhe Institute of Technology
H. Erpenbeck - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
W. Esmail - Institut für Kernphysik, Universität Münster, Münster, Germany
S. Eulig - Harvard University
J. Evans - University of Maryland, College Park
P. A. Evenson - University of Delaware
K. L. Fan - University of Maryland, College Park
K. Fang - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
K. Farrag - Chiba University
A. R. Fazely - Dept. of Physics, Southern University, Baton Rouge, LA, United States
Publication Details: Pos : proceedings of science, v 501, 1127
Grant note: Division of Physics (http://data.elsevier.com/vocabulary/SciValFunders/100000166) Helmholtz Association (http://data.elsevier.com/vocabulary/SciValFunders/501100009318) Fonds Wetenschappelijk Onderzoek (http://data.elsevier.com/vocabulary/SciValFunders/501100003130) Alliance de recherche numérique du Canada (http://data.elsevier.com/vocabulary/SciValFunders/501100021202) Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung (501100001711) Marsden Fund (http://data.elsevier.com/vocabulary/SciValFunders/501100009193) Office of Advanced Cyberinfrastructure (http://data.elsevier.com/vocabulary/SciValFunders/100000105) Australian Research Council (http://data.elsevier.com/vocabulary/SciValFunders/501100000923) Knut och Alice Wallenbergs Stiftelse (http://data.elsevier.com/vocabulary/SciValFunders/501100004063) Natural Sciences and Engineering Research Council of Canada (http://data.elsevier.com/vocabulary/SciValFunders/501100000038)
Resource Type: Conference proceeding
Language: English
Academic Unit: Physics
Scopus ID: 2-s2.0-105029053891
Other Identifier: 991022197406304721

Enhancements to the IceCube Extremely High Energy Neutrino Selection using Graph & Transformer Based Neural Networks

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