12-Years Observation of Seasonal Variation of Atmospheric Neutrino Flux with IceCube
The IceCube Neutrino Observatory is a cubic-kilometer detector located in the Antarctic ice at the geographic South Pole. It reads out over 5,000 photomultiplier tubes (PMTs) to detect Cherenkov light produced by secondary particles, enabling IceCube to identify both atmospheric and astrophysical neutrinos. One of the main challenges in this effort is effectively distinguishing between muons induced by neutrinos and those generated by cosmic-ray air showers. To address this challenge, the Advanced Northern Tracks Selection (ANTS) employs a graph convolutional neural network. This network is designed to utilize both the sensor data and the geometric arrangement of the detector's photomultiplier tubes (PMTs). By representing each module as a node in a graph and extracting features from each module, the network can capture and integrate both local and global features. This work details the implementation of the network architecture and highlights the improvements in background rejection efficiency compared to existing methods for selecting muon tracks.
Authors
- Lars Philipp Heuermann (ORCID: https://orcid.org/0009-0005-2038-7307)
- L. Schumacher (ORCID: https://orcid.org/0000-0001-8945-6722)
- L. Köpke (ORCID: https://orcid.org/0000-0001-8530-6348)
- Sofia Athanasiadou
- Kiara Carloni (ORCID: https://orcid.org/0000-0003-3859-3748)
- Sarah Mechbal (ORCID: https://orcid.org/0000-0002-8579-3964)
- Rishi Babu (ORCID: https://orcid.org/0000-0002-5529-6780)
- Philip Weigel (ORCID: https://orcid.org/0000-0002-7987-8507)
- Arun Vaidyanathan
- Thijs van Eeden
- Diego Alberto Coloma Borja (ORCID: https://orcid.org/0000-0003-0007-5793)
- G. M. Spiczak (ORCID: https://orcid.org/0000-0002-0030-0519)
- Christy Love
- M. Lamoureux (ORCID: https://orcid.org/0000-0002-8860-5826)
- Krishnamoorthi Jayakumar
- Thien Nhan Chau (ORCID: https://orcid.org/0000-0002-6047-8159)
- Spencer Griswold (ORCID: https://orcid.org/0000-0002-7321-7513)
- Woosik Kang (ORCID: https://orcid.org/0000-0003-3980-3778)
- I. Taboada (ORCID: https://orcid.org/0000-0003-3509-3457)
- Daniel Salazar-Gallegos (ORCID: https://orcid.org/0000-0002-9312-9684)
- S. R. Klein (ORCID: https://orcid.org/0000-0003-2841-6553)
- Michael Campana (ORCID: https://orcid.org/0000-0003-4162-5739)
- James DeLaunay (ORCID: https://orcid.org/0000-0001-5229-1995)
- Frank Schröder (ORCID: https://orcid.org/0000-0001-8495-7210)
- Jonathan Mauro (ORCID: https://orcid.org/0009-0005-9324-7970)
- Felix Schlüter (ORCID: https://orcid.org/0000-0002-5545-4363)
- C. H. Wiebusch (ORCID: https://orcid.org/0000-0002-6418-3008)
- P. Desiati (ORCID: https://orcid.org/0000-0001-9768-1858)
- Lukas Hennig (ORCID: https://orcid.org/0000-0002-2816-2242)
- Abdul Rehman (ORCID: https://orcid.org/0000-0001-7616-5790)
- C. De Clercq (ORCID: https://orcid.org/0000-0001-5266-7059)
- John Evans (ORCID: https://orcid.org/0000-0002-6619-4245)
- K. D. de Vries (ORCID: https://orcid.org/0000-0002-9842-4068)
- Alexander Sandrock (ORCID: https://orcid.org/0000-0002-6779-1172)
- Sebastian Schindler (ORCID: https://orcid.org/0000-0002-7054-5431)
- Yuriy Popovych
- Federico Bontempo
- Hershal Pandya (ORCID: https://orcid.org/0000-0002-6138-4808)
- Ek Narayan Paudel (ORCID: https://orcid.org/0000-0001-9276-7994)
- A. Parenti (ORCID: https://orcid.org/0000-0002-6132-5680)
- G. de Wasseige (ORCID: https://orcid.org/0000-0002-1010-5100)
- Veronika Palušová (ORCID: https://orcid.org/0000-0003-2467-1215)
- A. Haungs (ORCID: https://orcid.org/0000-0002-9638-7574)
- Erik Ganster (ORCID: https://orcid.org/0000-0003-4393-6944)
- Leonora Kardum (ORCID: https://orcid.org/0000-0001-9351-004X)
- Shefali Shefali
- J. Vandenbroucke (ORCID: https://orcid.org/0000-0002-9867-6548)
- Colton Hill (ORCID: https://orcid.org/0000-0003-0647-9174)
- Laurent Arnaud (ORCID: https://orcid.org/0000-0002-4432-4205)
- Frederik Hermann Lauber (ORCID: https://orcid.org/0000-0001-5648-5930)
- J. C. Díaz–Vélez (ORCID: https://orcid.org/0000-0002-0087-0693)
- Richard Naab (ORCID: https://orcid.org/0000-0003-2512-466X)
- Julian Saffer (ORCID: https://orcid.org/0000-0002-0040-6129)
- Axel Ponten
- Christoph Raab (ORCID: https://orcid.org/0000-0001-9921-2668)
- J. V. Santen (ORCID: https://orcid.org/0000-0002-2412-9728)
- Félix Carbonell (ORCID: https://orcid.org/0000-0002-1450-0423)
- Matheus Hostert (ORCID: https://orcid.org/0000-0002-9584-8877)
- Miaochen Jin (ORCID: https://orcid.org/0000-0003-0487-5595)
- Karriem Upshaw
- Diyaselis Delgado (ORCID: https://orcid.org/0000-0002-4306-8828)
- G. C. Hill (ORCID: https://orcid.org/0000-0001-8881-6802)
- Carolin Klein
- Felix Henningsen (ORCID: https://orcid.org/0000-0002-0680-6588)
- Markus Dittmer
- J. M. Conrad (ORCID: https://orcid.org/0000-0002-6393-0438)
- P. Eller (ORCID: https://orcid.org/0000-0001-6354-5209)
- S. Yoshida (ORCID: https://orcid.org/0000-0003-2480-5105)
- Julia Book (ORCID: https://orcid.org/0000-0001-6687-5959)
- D. F. Cowen (ORCID: https://orcid.org/0000-0003-4738-0787)
- Aswathi Balagopal (ORCID: https://orcid.org/0000-0001-5367-8876)
- Nils Heyer (ORCID: https://orcid.org/0000-0001-9036-8623)
- Joelle Savelberg
- S. Sarkar (ORCID: https://orcid.org/0000-0002-3542-858X)
- A. R. Fazely (ORCID: https://orcid.org/0000-0002-6907-8020)
- Finn Mayhew (ORCID: https://orcid.org/0000-0001-7609-403X)
- Kaustav Dutta
- Bennett Brinson (ORCID: https://orcid.org/0000-0001-9128-1159)
- F. Halzen (ORCID: https://orcid.org/0000-0001-6224-2417)
- Elena Manao
- Martin Wolf (ORCID: https://orcid.org/0000-0001-9991-3923)
- S. Griffin (ORCID: https://orcid.org/0000-0002-0779-9623)
- E. Bernardini (ORCID: https://orcid.org/0000-0003-3108-1141)
- Alicia Mand (ORCID: https://orcid.org/0009-0005-9697-1702)
- J. V. Mead (ORCID: https://orcid.org/0000-0003-0875-2533)
- Alan Coleman (ORCID: https://orcid.org/0000-0003-1510-1712)
- Leon Hamacher
- John Rack-Helleis (ORCID: https://orcid.org/0000-0003-0780-4274)
- Thomas Ehrhardt
- Agnieszka Leszczyńska (ORCID: https://orcid.org/0000-0003-0935-6313)
- Maximilian Meier (ORCID: https://orcid.org/0000-0002-9483-9450)
- Martina Karl (ORCID: https://orcid.org/0000-0003-2475-8951)
- C. Pérez de los Heros (ORCID: https://orcid.org/0000-0002-2084-5866)
- Cristina Lagunas Gualda (ORCID: https://orcid.org/0000-0002-9040-7191)
- Uwe Naumann (ORCID: https://orcid.org/0000-0002-7518-5922)
- Emma Kun (ORCID: https://orcid.org/0000-0003-2769-3591)
- Sreetama Goswami (ORCID: https://orcid.org/0000-0002-5614-4092)
- Sanjib Kumar Agarwalla (ORCID: https://orcid.org/0000-0002-9714-8866)
- T. Glüsenkamp (ORCID: https://orcid.org/0000-0002-2268-9297)
- C. Finley (ORCID: https://orcid.org/0000-0003-3350-390X)
- Anna Eimer
- Matthias Thiesmeyer (ORCID: https://orcid.org/0009-0003-0005-4762)
- Jan Soedingrekso (ORCID: https://orcid.org/0000-0003-1011-2797)
- C. Argüelles (ORCID: https://orcid.org/0000-0003-4186-4182)
- Satoshi Fukami
- Aishwarya Vijai
- Attila Hidvégi
- Kathrine Mørch Groth (ORCID: https://orcid.org/0000-0002-1581-9049)
- Christian Spannfellner (ORCID: https://orcid.org/0000-0001-7992-3120)
- Fahim Varsi (ORCID: https://orcid.org/0000-0001-7795-0467)
- Lucas Bloom (ORCID: https://orcid.org/0009-0005-9938-3164)
- Jan Weldert (ORCID: https://orcid.org/0000-0002-3709-2354)
- Barbara Skrzypek (ORCID: https://orcid.org/0000-0002-0910-1057)
- X. Bai (ORCID: https://orcid.org/0000-0002-1827-9121)
- Gaurav Garg (ORCID: https://orcid.org/0000-0001-5198-8934)
- Yuya Makino
- M. Kowalski (ORCID: https://orcid.org/0000-0001-8594-8666)
- E. Blaufuss (ORCID: https://orcid.org/0000-0001-5450-1757)
- Seowon Choi
- Shannon Gray (ORCID: https://orcid.org/0000-0002-8029-6838)
- V. A. Parrish (ORCID: https://orcid.org/0000-0001-5164-9414)
- Claudio Kopper (ORCID: https://orcid.org/0000-0001-6288-7637)
- D. Chirkin (ORCID: https://orcid.org/0000-0003-4911-1345)
- Vedant Basu (ORCID: https://orcid.org/0000-0002-9528-2009)
- Oliver Janik
- S. Toscano (ORCID: https://orcid.org/0000-0002-1860-2240)
- Gerhard Krieger (ORCID: https://orcid.org/0000-0002-4548-0285)
- Yarno Merckx (ORCID: https://orcid.org/0000-0003-0616-9563)
- Christian Gläser (ORCID: https://orcid.org/0000-0001-5998-2553)
- Emre Burak Yildizci
- Philipp Behrens
- O. Botner (ORCID: https://orcid.org/0000-0001-8588-7306)
- Alexander Harnisch
- Kirsten Tollefson (ORCID: https://orcid.org/0000-0001-9725-1479)
- Kareem Ramadan Farrag
- S. Ter–Antonyan (ORCID: https://orcid.org/0000-0002-5788-1369)
- J. Böttcher (ORCID: https://orcid.org/0000-0002-3387-4236)
- Erin O’Sullivan (ORCID: https://orcid.org/0000-0003-1882-8802)
- D. Ryckbosch (ORCID: https://orcid.org/0000-0002-8759-7553)
- S. Sclafani (ORCID: https://orcid.org/0000-0001-9446-1219)
- Maria Liubarska
- Nora Valtonen-Mattila (ORCID: https://orcid.org/0000-0002-1830-098X)
- Thomas Stuttard (ORCID: https://orcid.org/0000-0001-7944-279X)
- Hannah Erpenbeck
- Will Thompson (ORCID: https://orcid.org/0000-0002-1353-2562)
- Sarah Mancina (ORCID: https://orcid.org/0009-0003-9879-3896)
- Lukas Merten (ORCID: https://orcid.org/0000-0003-1332-9895)
- T. Stezelberger (ORCID: https://orcid.org/0000-0003-2676-9574)
- G. W. Sullivan (ORCID: https://orcid.org/0000-0002-2585-2352)
- T. Karg (ORCID: https://orcid.org/0000-0003-3251-2126)
- R. W. Moore (ORCID: https://orcid.org/0000-0003-4160-4700)
- Jakob Beise (ORCID: https://orcid.org/0000-0002-7448-4189)
- Christian Haack (ORCID: https://orcid.org/0000-0003-3932-2448)
- Akanksha Katil
- Neha Navnitkumar Lad
- Lilly Pyras (ORCID: https://orcid.org/0000-0003-1146-9659)
- Simeon Bash (ORCID: https://orcid.org/0000-0003-2680-1271)
- A. Ishihara (ORCID: https://orcid.org/0000-0003-3467-1956)
- J. G. González (ORCID: https://orcid.org/0000-0001-8746-2846)
- Alex Wen (ORCID: https://orcid.org/0009-0009-4869-7867)
- L. Halve (ORCID: https://orcid.org/0000-0003-2237-6714)
- Martin Ha Minh (ORCID: https://orcid.org/0000-0001-7776-4875)
- Daniel Durnford (ORCID: https://orcid.org/0000-0002-6608-7650)
- Zoë Rechav
- Francesco Lucarelli (ORCID: https://orcid.org/0000-0002-9558-8788)
- Jeffrey Lazar (ORCID: https://orcid.org/0000-0003-0928-5025)
- A. Obertacke Pollmann (ORCID: https://orcid.org/0000-0002-2492-043X)
- J. S. Gallagher (ORCID: https://orcid.org/0000-0001-8608-0408)
- C.-J. Lin (ORCID: https://orcid.org/0000-0002-3936-8019)
- A. Hallgren (ORCID: https://orcid.org/0000-0001-7751-4489)
- William Luszczak (ORCID: https://orcid.org/0000-0003-3085-0674)
- Aske Rosted (ORCID: https://orcid.org/0000-0003-2410-400X)
- Rachel Procter-Murphy
- Ava Ghadimi (ORCID: https://orcid.org/0000-0002-6350-6485)
- Jannis Necker (ORCID: https://orcid.org/0000-0003-0280-7484)
- M. Ackermann (ORCID: https://orcid.org/0000-0001-8952-588X)
- W. Iwakiri (ORCID: https://orcid.org/0000-0002-0207-9010)
- Peter John Cusack Coleman (ORCID: https://orcid.org/0000-0002-3266-7358)
- M. J. Larson (ORCID: https://orcid.org/0000-0002-6996-1155)
- Perri Zilberman (ORCID: https://orcid.org/0000-0003-4714-0679)
- Janeth Valverde (ORCID: https://orcid.org/0000-0002-8090-6528)
- Sharmistha Chattopadhyay
- Yang Lyu (ORCID: https://orcid.org/0000-0002-2333-4383)
- Paras Koundal (ORCID: https://orcid.org/0000-0002-5917-5230)
- K. Meagher (ORCID: https://orcid.org/0000-0003-3967-1533)
- Zheyang Chen
- Andreas Noell
- Chang Dong Rho (ORCID: https://orcid.org/0000-0002-6524-9769)
- R. Maruyama (ORCID: https://orcid.org/0000-0003-2794-512X)
- Caterina Boscolo Meneguolo (ORCID: https://orcid.org/0000-0001-8325-4329)
- Minjin Jeong (ORCID: https://orcid.org/0000-0003-2420-6639)
- Ella Roberts
- Rattikorn Hewett (ORCID: https://orcid.org/0000-0002-9021-7777)
- Vivian O'Dell (ORCID: https://orcid.org/0000-0003-0903-543X)
- Jose Carpio
- Dan Hooper (ORCID: https://orcid.org/0000-0001-8837-4127)
- Angela Zegarelli (ORCID: https://orcid.org/0000-0003-1497-3826)
- S. BenZvi (ORCID: https://orcid.org/0000-0001-5537-4710)
- A. Franckowiak (ORCID: https://orcid.org/0000-0002-5605-2219)
- Ryan T. Burley
- Lea Schlickmann (ORCID: https://orcid.org/0000-0002-9746-6872)
- Shuyang Deng
- K. Noda (ORCID: https://orcid.org/0000-0003-1397-6478)
- Yosuke Ashida (ORCID: https://orcid.org/0000-0003-4136-2086)
- Waleed Esmail (ORCID: https://orcid.org/0000-0002-0097-3668)
- Joshua Villarreal (ORCID: https://orcid.org/0000-0001-9690-1310)
- K. Hultqvist (ORCID: https://orcid.org/0000-0003-0602-9472)
- N. Whitehorn (ORCID: https://orcid.org/0000-0002-3157-0407)
- C. Rott (ORCID: https://orcid.org/0000-0002-6958-6033)
- Larissa Paul (ORCID: https://orcid.org/0000-0003-4007-2829)
- M. A. DuVernois (ORCID: https://orcid.org/0000-0002-2987-9691)
- A. Karle (ORCID: https://orcid.org/0000-0001-9889-5161)
- Thomas Huber (ORCID: https://orcid.org/0000-0002-6515-1673)
- N. Kurahashi (ORCID: https://orcid.org/0000-0003-1047-8094)
- Gerrit Wrede
- Hans Niederhausen (ORCID: https://orcid.org/0000-0002-9566-4904)
- W. Rhode (ORCID: https://orcid.org/0000-0003-2636-5000)
- Alejandra Granados (ORCID: https://orcid.org/0000-0002-9369-9281)
- K. Andeen (ORCID: https://orcid.org/0000-0001-9394-0007)
- D. B. Fox (ORCID: https://orcid.org/0000-0002-3714-672X)
- Tomas Kontrimas (ORCID: https://orcid.org/0000-0001-8585-0933)
- Karlijn Kruiswijk (ORCID: https://orcid.org/0009-0002-9261-0537)
- Bruno Benkel
- Anatoli Fedynitch (ORCID: https://orcid.org/0000-0003-2837-3477)
- Ali Kheirandish (ORCID: https://orcid.org/0000-0001-7074-0539)
- P. A. Evenson (ORCID: https://orcid.org/0000-0001-7929-810X)
- Tetiana Kozynets (ORCID: https://orcid.org/0000-0003-2723-3931)
- K. Helbing (ORCID: https://orcid.org/0000-0003-2072-4172)
- Jesse Osborn
- Megha Venugopal
- Dennis Soldin (ORCID: https://orcid.org/0000-0003-3005-7879)
- M. Kauer
- Jean-Marco Alameddine (ORCID: https://orcid.org/0000-0002-9534-9189)
- Sebastian BOSER
- David Joseph Guevel (ORCID: https://orcid.org/0000-0002-0870-2328)
- A. Kappes (ORCID: https://orcid.org/0000-0003-1315-3711)
- Frank McNally (ORCID: https://orcid.org/0000-0002-0785-2244)
- J. Kiryluk (ORCID: https://orcid.org/0000-0003-0264-3133)
- Mark Weyrauch
- Ivan Martínez-Soler (ORCID: https://orcid.org/0000-0002-0308-3003)
- T. Montaruli (ORCID: https://orcid.org/0000-0001-5014-2152)
- Else Magnus (ORCID: https://orcid.org/0009-0008-8111-1154)
- Yitong Liu (ORCID: https://orcid.org/0000-0001-6577-1971)
- Alexander Novikov (ORCID: https://orcid.org/0000-0002-1086-7252)
- N. Kamp (ORCID: https://orcid.org/0000-0001-9232-259X)
- Chiara Bellenghi (ORCID: https://orcid.org/0000-0001-8525-7515)
- Patrick Hatch
- Philipp Fürst (ORCID: https://orcid.org/0000-0002-7951-8042)
- J. J. Beatty (ORCID: https://orcid.org/0000-0003-0481-4952)
- M. García (ORCID: https://orcid.org/0000-0003-0316-1208)
- Benedikt Riedel (ORCID: https://orcid.org/0000-0002-9524-8943)
- M. Plum
- Maria Prado Rodriguez
- Kayla Leonard DeHolton (ORCID: https://orcid.org/0000-0002-8795-0601)
- Emmett Krupczak
- Ramesh Koirala (ORCID: https://orcid.org/0000-0002-7735-7169)
- Pascal Gutjahr (ORCID: https://orcid.org/0000-0001-7980-7285)
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- Pranav Sampathkumar
- S. Seunarine (ORCID: https://orcid.org/0000-0003-3272-6896)
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- Marc Jacquart
- Tista Mukherjee (ORCID: https://orcid.org/0000-0002-0962-4878)
- M. Stamatikos (ORCID: https://orcid.org/0000-0001-7253-8553)
- D. Besson (ORCID: https://orcid.org/0000-0001-6733-963X)
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- Doğa Veske (ORCID: https://orcid.org/0000-0003-4225-0895)
- Lincoln Draper
- Philipp Soldin (ORCID: https://orcid.org/0000-0003-1761-2495)
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- Leonhard Eidenschink
- Giacomo Sommani (ORCID: https://orcid.org/0000-0002-0094-826X)
- Szabolcs Márka (ORCID: https://orcid.org/0000-0002-3957-1324)
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- Xinyue Kang
- Delaney Butterfield
- Yasutsugu Morii
- Alina Kochocki (ORCID: https://orcid.org/0000-0003-3782-0128)
- Martin Rongen (ORCID: https://orcid.org/0000-0002-7057-1007)
- Michael Handt
- Riya Shah
- Mohammad Ful Hossain Seikh (ORCID: https://orcid.org/0000-0002-4464-7354)
- Chris Weaver (ORCID: https://orcid.org/0000-0002-6713-093X)
- Anuj Kumar Upadhyay (ORCID: https://orcid.org/0000-0003-1957-2626)
- N. Rad (ORCID: https://orcid.org/0000-0002-5204-0851)
- Merlin Schaufel
- Marjon Moulai (ORCID: https://orcid.org/0000-0001-7909-5812)
- M. Ahlers (ORCID: https://orcid.org/0000-0003-0709-5631)
- Leander Fischer (ORCID: https://orcid.org/0000-0002-7645-8048)
- Berit Schlüter
- Kwok Lung Fan (ORCID: https://orcid.org/0000-0002-8246-4751)
- D. J. Koskinen (ORCID: https://orcid.org/0000-0002-0514-5917)
- Jonas Häußler (ORCID: https://orcid.org/0009-0003-5552-4821)
- Karolin Hymon (ORCID: https://orcid.org/0000-0002-4377-5207)
- Brandon Pries
- C. Ha (ORCID: https://orcid.org/0000-0002-9598-8589)
- Yuhua Yao (ORCID: https://orcid.org/0000-0002-4611-0075)
- Juliana Stachurska
- Jonas Hellrung (ORCID: https://orcid.org/0009-0006-7300-8961)
- Stef Verpoest (ORCID: https://orcid.org/0000-0002-3031-3206)
- Matthias Vereecken (ORCID: https://orcid.org/0000-0001-9194-5242)
- Alexandra Trettin
- J. L. Kelley (ORCID: https://orcid.org/0000-0002-0846-4542)
- Simeon Reusch (ORCID: https://orcid.org/0000-0002-7788-628X)
- Summer Blot (ORCID: https://orcid.org/0000-0003-1089-3001)
- Maxwell Nakos
- H. Kolanoski (ORCID: https://orcid.org/0000-0003-0435-2524)
- Ludwig Neste (ORCID: https://orcid.org/0000-0002-4829-3469)
- Nick Schmeisser
- Lucas Witthaus (ORCID: https://orcid.org/0009-0000-0666-3671)
- Anke Mosbrugger
- Eliot Genton (ORCID: https://orcid.org/0009-0003-5263-972X)
- Teresa Pernice
- Patrick Schaile
- Martin Langgård Ravn (ORCID: https://orcid.org/0009-0007-6872-8603)
- Leonardo Ricca (ORCID: https://orcid.org/0009-0002-1638-0610)
- Anil Kumar (ORCID: https://orcid.org/0000-0003-4699-3178)
- L. Lu (ORCID: https://orcid.org/0000-0003-3175-7770)
- Andrew Wang (ORCID: https://orcid.org/0000-0001-8729-0933)
- Li Ruohan
- Nobuhiro Shimizu (ORCID: https://orcid.org/0000-0001-6857-1772)
- Yukiho Kobayashi (ORCID: https://orcid.org/0000-0001-5551-2845)
- Alfonso Garcia (ORCID: https://orcid.org/0000-0002-8186-2459)
- Zelong Zhang (ORCID: https://orcid.org/0000-0001-5028-0328)
- Wenjie Hou (ORCID: https://orcid.org/0000-0003-3422-7185)
- Justin Mitchell
- J. Becker Tjus (ORCID: https://orcid.org/0000-0002-1748-7367)
- Christoph Günther (ORCID: https://orcid.org/0000-0001-7667-6304)
- Jessie Thwaites (ORCID: https://orcid.org/0000-0001-9179-3760)
- Serap Tilav
- Ralph Engel
- K. B. M. Mahn
- Xianwu Xu
- Najia Moureen Binte Amin
- Andreas Weindl
- Robert Snihur
- Dawn Williams
- Arifa Khatee Zathul
- Kotoyo Hoshina
- Robert Young
- Sebastian Vergara Carrasco
- Stephanie Hickford
- Kara Hoffman
- A. Søgaard (ORCID: https://orcid.org/0000-0002-0823-056X)
- Jenni Adams
- Sally Robertson
- D. Seckel
- G. T. Przybylski
- Darren Grant
- Ryan Bay
- Alex Olivas
- Juan Pablo Yáñez (ORCID: https://orcid.org/0000-0002-5373-2569)
- T. DeYoung (ORCID: https://orcid.org/0000-0003-4873-3783)
- Delia Tosi
- Katherine Rawlins
- Torsten Schmidt
- Timo Stürwald
- M. U. Nisa (ORCID: https://orcid.org/0000-0002-6859-3944)
- Todor Stanev
- Andrii Terliuk
- Alba Domi (ORCID: https://orcid.org/0000-0002-9610-7296)
- Brian Clark
- H. Schieler (ORCID: https://orcid.org/0000-0002-2637-4778)
- Ioana Codrina Mariş (ORCID: https://orcid.org/0000-0002-5771-1124)
- Christian Spiering
- G. B. Yu (ORCID: https://orcid.org/0000-0002-0615-8082)
- D. Berley
- Dominik Elsässer
- Nahee Park
- Pavel Zhelnin
- K. Hanson
- Zsuzsa Márka
- L. Gerhardt (ORCID: https://orcid.org/0000-0003-0166-5162)
- Gabriel Collin
- Manish Khanal
- John Hardin
- Andrés Medina
- Juanan Aguilar
- Johannes Werthebach
- Matti Jansson
- Steven W. Barwick
- Jim Braun
- Enrico Ellinger
- Rebecca Corley
- C. Walck
- Spencer Axani (ORCID: https://orcid.org/0000-0001-8866-3826)
- Nora Feigl
- Jim Madsen
- Chris Wendt
- Elizabeth Warrick
- Samyak Jain
- A. Connolly
- Miriam Neumann
- B. L. Henke
- Jiyuan Liao (ORCID: https://orcid.org/0009-0003-6250-4765)
- N. van Eijndhoven (ORCID: https://orcid.org/0000-0001-5558-3328)
- M. Santander (ORCID: https://orcid.org/0000-0001-7297-8217)
- T. Ruhe (ORCID: https://orcid.org/0000-0002-4080-9563)
- E. Resconi (ORCID: https://orcid.org/0000-0003-0705-2770)
- Per Arne Sevle Myhr
- Zoe Brisson-Tsavoussis
- Shoukat Ali
- Ramy Hmaid
- Sonke Schwirn
- Leo Seen (ORCID: https://orcid.org/0009-0004-9204-0241)
- Shuo Zhang
- Grace Sanger-Johnson (ORCID: https://orcid.org/0000-0002-4463-2902)
- Marco Scarnera
- Stephen DiKerby (ORCID: https://orcid.org/0000-0003-2633-2196)
- Joe Baines-Holmes
- Hani KimKu
- Lars Marten
- Logan Molchany
- Despina Mousadi
- Emile Moyaux
- Vaidehi Poojyam
- Ian Reistroffer
- Ilya Bodo
- Amar Thakuri
- Lene van Rootselaar
- Thomas Delmeulle
- Lasse Dueser
- Steven Eulig
Publication Details
- Published
- 2025-09-23
- DOI
- https://doi.org/10.22323/1.501.0241
- Primary Topic
- Astrophysics and Cosmic Phenomena
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Science Foundation
- U.S. Department of Energy
- University of Wisconsin-Madison
- Nvidia
- Michigan State University
- Villum Fonden
- Polarforskningssekretariatet
- Marquette University
- Western Canada Research Grid
- European Commission
- National Research Foundation
- Deutsche Forschungsgemeinschaft
- Schweizerischer Nationalfonds zur Förderung der Wissenschaftlichen Forschung
- Fonds De La Recherche Scientifique - FNRS
- Belgian Federal Science Policy Office
- Fonds Wetenschappelijk Onderzoek
- National Research Foundation of Korea
- Knut och Alice Wallenbergs Stiftelse
- Vetenskapsrådet
- RWTH Aachen University
- Chiba University
- Helmholtz Alliance for Astroparticle Physics
- Alliance de recherche numérique du Canada
- College of Engineering, Michigan State University
- Natural Sciences and Engineering Research Council of Canada
- Deutsches Elektronen-Synchrotron
- Japan Society for the Promotion of Science
- Marsden Fund
- Institute for Global Prominent Research, Chiba University
- Office of Polar Programs
- Office of Advanced Cyberinfrastructure
- Office of Experimental Program to Stimulate Competitive Research