Machine learning driven reconstruction of cosmic-ray air showers for next generation radio arrays

R. Abbasi; M. Ackermann; J. Adams; S. K. Agarwalla; J. A. Aguilar; M. Ahlers; J. M. Alameddine; S. Ali; N. M. Amin; K. Andeen; G. Anton; C. Argüelles; Y. Ashida; S. Athanasiadou; J. Audehm; S. N. Axani; R. Babu; X. Bai; A. Balagopal V.; M. Baricevic; S. W. Barwick; V. Basu; R. Bay; J. Becker Tjus; P. Behrens; J. Beise; C. Bellenghi; B. Benkel; S. BenZvi; D. Berley; E. Bernardini; D. Z. Besson; A. Bishop; E. Blaufuss; L. Bloom; S. Blot; M. Bohmer; F. Bontempo; J. Y. Book Motzkin; J. Borowka; C. Boscolo Meneguolo; S. Böser; O. Botner; J. Böttcher; S. Bouma; J. Braun; B. Brinson; Z. Brisson-Tsavoussis; R. T. Burley; M. Bustamante; D. Butterfield; M. A. Campana; K. Carloni; M. Cataldo; S. Chattopadhyay; N. Chau; Z. Chen; D. Chirkin; S. Choi; B. A. Clark; R. Clark; A. Coleman; P. Coleman; G. H. Collin; D. A. Coloma Borja; J. M. Conrad; R. Corley; D. F. Cowen; C. Deaconu; C. De Clercq; S. De Kockere; J. J. DeLaunay; D. Delgado; T. Delmeulle; S. Deng; A. Desai; P. Desiati; K. D. de Vries; G. de Wasseige; J. C. Díaz-Vélez; S. DiKerby; M. Dittmer; G. Do; A. Domi; L. Draper; L. Dueser; H. Dujmovic; D. Durnford; K. Dutta; M. A. DuVernois; T. Egby; T. Ehrhardt; L. Eidenschink; A. Eimer; P. Eller; E. Ellinger; D. Elsässer; R. Engel; H. Erpenbeck; W. Esmail

doi:10.22323/1.501.0309

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Machine learning driven reconstruction of cosmic-ray air showers for next generation radio arrays

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Machine learning driven reconstruction of cosmic-ray air showers for next generation radio arrays

R. Abbasi, M. Ackermann, J. Adams, S. K. Agarwalla, J. A. Aguilar, M. Ahlers, J. M. Alameddine, S. Ali, N. M. Amin, K. Andeen, …

Pos : proceedings of science, v 501, 309

30 Dec 2025

DOI: https://doi.org/10.22323/1.501.0309

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Title: Machine learning driven reconstruction of cosmic-ray air showers for next generation radio arrays
Creators: R. Abbasi - Loyola University Chicago
M. Ackermann - Deutsches Elektronen-Synchrotron DESY
J. Adams - University of Canterbury
S. K. Agarwalla - Institute of Physics, Sainik School Post, Bhubaneswar, India
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
G. Anton - Friedrich-Alexander-Universität Erlangen-Nürnberg
C. Argüelles - Harvard University
Y. Ashida - University of Utah
S. Athanasiadou - Deutsches Elektronen-Synchrotron DESY
J. Audehm - RWTH Aachen University
S. N. Axani - University of Delaware
R. Babu - Michigan State University
X. Bai - South Dakota School of Mines and Technology
A. Balagopal V. - University of Delaware
M. Baricevic - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
S. W. Barwick - University of California, Irvine
V. Basu - University of Utah
R. Bay - University of California, Berkeley
J. Becker Tjus - Chalmers University of Technology
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 - Istituto Nazionale di Fisica Nucleare, Sezione di Padova
D. Z. Besson - University of Kansas
A. Bishop - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
E. Blaufuss - University of Maryland, College Park
L. Bloom - University of Alabama
S. Blot - Deutsches Elektronen-Synchrotron DESY
M. Bohmer - Ludwig-Maximilians-Universität München
F. Bontempo - Karlsruhe Institute of Technology
J. Y. Book Motzkin - Harvard University
J. Borowka - RWTH Aachen University
C. Boscolo Meneguolo - Istituto Nazionale di Fisica Nucleare, Sezione di Padova
S. Böser - Institute of Physics, University of Mainz, Mainz, Germany
O. Botner - Uppsala University
J. Böttcher - RWTH Aachen University
S. Bouma - Friedrich-Alexander-Universität Erlangen-Nürnberg
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
M. Bustamante - University of Copenhagen
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
M. Cataldo - Friedrich-Alexander-Universität Erlangen-Nürnberg
S. Chattopadhyay - Institute of Physics, Sainik School Post, Bhubaneswar, India
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
R. Clark - King's College London
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
J. M. Conrad - Massachusetts Institute of Technology
R. Corley - University of Utah
D. F. Cowen - Pennsylvania State University
C. Deaconu - University of Chicago
C. De Clercq - Vrije Universiteit Brussel
S. De Kockere - Vrije Universiteit Brussel
J. J. DeLaunay - Pennsylvania State University
D. Delgado - Harvard University
T. Delmeulle - Université Libre de Bruxelles
S. Deng - RWTH Aachen University
A. Desai - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
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
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
G. Do - RWTH Aachen University
A. Domi - Friedrich-Alexander-Universität Erlangen-Nürnberg
L. Draper - University of Utah
L. Dueser - RWTH Aachen University
H. Dujmovic - Dept. of Physics, Wisconsin IceCube Particle Astrophysics Center, University of Wisconsin—Madison, Madison, WI, United States
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. Egby - Dept. of Physics, Southern University, Baton Rouge, LA, 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
Publication Details: Pos : proceedings of science, v 501, 309
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) 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) Google (http://data.elsevier.com/vocabulary/SciValFunders/100006785)
Resource Type: Conference proceeding
Language: English
Academic Unit: Physics
Scopus ID: 2-s2.0-105029056983
Other Identifier: 991022197318304721

Machine learning driven reconstruction of cosmic-ray air showers for next generation radio arrays

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