Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling

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:10.22323/1.501.1169

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Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling

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Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling

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, 1169

30 Dec 2025

DOI: https://doi.org/10.22323/1.501.1169

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Title: Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling
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 - Department of Physics, University of Adelaide, Adelaide, Australia
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, 1169
Publisher: Proceedings of Science
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-s2.0-105029010352
Other Identifier: 991022197300104721

Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling

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