Enhancing searches for astrophysical neutrino sources in IceCube with machine learning and improved spatial modeling
Searches for astrophysical neutrino sources in IceCube rely on an unbinned likelihood that consists of an energy and spatial component. Accurate modeling of the detector, ice, and spatial distributions leads to improved directional and energy reconstructions, resulting in increased sensitivity. In this work, we utilize our best knowledge of the detector ice properties and detector calibrations to reconstruct in-ice particle showers. The spatial component of the likelihood is parameterized either by a 2D Gaussian or a von Mises Fisher (vMF) distribution at small and large angular uncertainties, respectively. Here, we use a gradient-boosted decision tree with a vMF spatial likelihood loss function, reparameterized through two coordinate transformations, to predict per-event point spread functions (PSF). Additionally, we discuss the search for PeV cosmic ray sources using the IceCube Multi-Flavor Astrophysical Neutrino (ICEMAN) sample. Our search contains both an analysis of individual neutrino sources coincident with greater than 100 TeV gamma-ray sources and also a stacking analysis. We outline the prospects for extended neutrino emission originating from the Cygnus Cocoon region.
Authors
- 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)
- Rasmus Orsoe
- 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)
- James DeLaunay
- R. Engel (ORCID: https://orcid.org/0000-0003-2924-8889)
- 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)
- 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)
- 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)
- Hershal Pandya
- K. D. de Vries (ORCID: https://orcid.org/0000-0002-9842-4068)
- Alexander Sandrock (ORCID: https://orcid.org/0000-0002-6779-1172)
- Felix Henningsen
- Sebastian Schindler (ORCID: https://orcid.org/0000-0002-7054-5431)
- Yuriy Popovych
- Federico Bontempo
- 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)
- Kareem Ramadan Farrag (ORCID: https://orcid.org/0000-0001-6847-557X)
- Leonora Kardum (ORCID: https://orcid.org/0000-0001-9351-004X)
- Lars Philipp Heuermann
- Shefali Shefali
- Colton Hill (ORCID: https://orcid.org/0000-0003-0647-9174)
- Shiqi Yu (ORCID: https://orcid.org/0000-0003-0035-7766)
- Frederik Hermann Lauber (ORCID: https://orcid.org/0000-0001-5648-5930)
- J. C. Díaz–Vélez (ORCID: https://orcid.org/0000-0002-0087-0693)
- Alexander Kappes
- 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
- Dawn Williams
- G. C. Hill (ORCID: https://orcid.org/0000-0001-8881-6802)
- Kendall Mahn (ORCID: https://orcid.org/0000-0002-0579-5928)
- Carolin Klein
- 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)
- Aswathi Balagopal (ORCID: https://orcid.org/0000-0001-5367-8876)
- Joelle Savelberg
- Diyaselis Delgado
- 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)
- Jeffrey Lazar
- Elena Manao
- Martin Wolf (ORCID: https://orcid.org/0000-0001-9991-3923)
- E. Bernardini (ORCID: https://orcid.org/0000-0003-3108-1141)
- Alicia Mand (ORCID: https://orcid.org/0009-0005-9697-1702)
- Agnieszka Leszczyńska (ORCID: https://orcid.org/0000-0002-9373-0939)
- Leon Hamacher
- John Rack-Helleis (ORCID: https://orcid.org/0000-0003-0780-4274)
- Maximilian Meier (ORCID: https://orcid.org/0000-0002-9483-9450)
- Martina Karl (ORCID: https://orcid.org/0000-0003-2475-8951)
- Christian Spiering
- 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)
- 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)
- 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)
- Zelong Zhang (ORCID: https://orcid.org/0000-0002-0807-8991)
- Oliver Janik
- 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
- O. Botner (ORCID: https://orcid.org/0000-0001-8588-7306)
- Alexander Harnisch
- Donghwa Kang (ORCID: https://orcid.org/0000-0002-5149-9767)
- 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)
- Stephanie Hickford
- 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
- 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)
- 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)
- A. Obertacke Pollmann (ORCID: https://orcid.org/0000-0002-2492-043X)
- J. S. Gallagher (ORCID: https://orcid.org/0000-0001-8608-0408)
- Spencer Griswold
- A. Hallgren (ORCID: https://orcid.org/0000-0001-7751-4489)
- William Luszczak (ORCID: https://orcid.org/0000-0003-3085-0674)
- Leander Fischer
- Aske Rosted (ORCID: https://orcid.org/0000-0003-2410-400X)
- Rachel Procter-Murphy
- Sharmistha Chattopadhyay
- 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)
- Brian Clark (ORCID: https://orcid.org/0000-0003-4089-2245)
- 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)
- Harald Schieler
- 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
- Russell J. Hewett (ORCID: https://orcid.org/0000-0001-8944-4705)
- Vivian O'Dell (ORCID: https://orcid.org/0000-0003-0903-543X)
- Jose Carpio
- Dan Hooper (ORCID: https://orcid.org/0000-0001-8837-4127)
- Joanna Kiryluk
- Tianlu Yuan (ORCID: https://orcid.org/0000-0002-7041-5872)
- 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)
- 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)
- Javier González (ORCID: https://orcid.org/0000-0002-3298-2235)
- Ke Fang (ORCID: https://orcid.org/0000-0002-5387-8138)
- M. A. DuVernois (ORCID: https://orcid.org/0000-0002-2987-9691)
- Thomas Huber (ORCID: https://orcid.org/0000-0002-6515-1673)
- N. Kurahashi (ORCID: https://orcid.org/0000-0003-1047-8094)
- Anil Kumar (ORCID: https://orcid.org/0000-0002-8367-8401)
- 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)
- Barbara Skrzypek
- Neha Navnitkumar Lad
- 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)
- 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)
- Frank McNally (ORCID: https://orcid.org/0000-0002-0785-2244)
- Thomas Ehrhardt
- Jason Koskinen
- 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)
- Patrick Hatch
- Chiara Bellenghi (ORCID: https://orcid.org/0000-0001-8525-7515)
- Philipp Fürst (ORCID: https://orcid.org/0000-0002-7951-8042)
- Delaney Butterfield
- 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)
- Rasha Abbasi (ORCID: https://orcid.org/0000-0001-6141-4205)
- Pranav Sampathkumar
- S. Seunarine (ORCID: https://orcid.org/0000-0003-3272-6896)
- Sam Hori (ORCID: https://orcid.org/0009-0007-2644-5955)
- Marc Jacquart
- Tista Mukherjee (ORCID: https://orcid.org/0000-0002-0962-4878)
- M. Stamatikos (ORCID: https://orcid.org/0000-0001-7253-8553)
- Adam Rifaie (ORCID: https://orcid.org/0009-0003-1010-5156)
- Doğa Veske (ORCID: https://orcid.org/0000-0003-4225-0895)
- Lincoln Draper
- Philipp Soldin (ORCID: https://orcid.org/0000-0003-1761-2495)
- Tanvi Krishnan (ORCID: https://orcid.org/0000-0002-2405-7541)
- Leonhard Eidenschink
- Michael G. Campana (ORCID: https://orcid.org/0000-0003-0461-6462)
- Luc Arnaud (ORCID: https://orcid.org/0000-0002-1506-6024)
- Giacomo Sommani (ORCID: https://orcid.org/0000-0002-0094-826X)
- Szabolcs Márka (ORCID: https://orcid.org/0000-0002-3957-1324)
- Josh Peterson (ORCID: https://orcid.org/0000-0002-7985-1443)
- Xinyue Kang
- Yasutsugu Morii
- Alina Kochocki (ORCID: https://orcid.org/0000-0003-3782-0128)
- Martin Rongen (ORCID: https://orcid.org/0000-0002-7057-1007)
- Michael Handt
- Mohammad Ful Hossain Seikh (ORCID: https://orcid.org/0000-0002-4464-7354)
- Anuj Kumar Upadhyay (ORCID: https://orcid.org/0000-0003-1957-2626)
- N. Rad (ORCID: https://orcid.org/0000-0002-5204-0851)
- Merlin Schaufel
- Sally Robertson
- Alfonso García (ORCID: https://orcid.org/0000-0003-3789-5920)
- Nils Heyer
- Marjon Moulai (ORCID: https://orcid.org/0000-0001-7909-5812)
- M. Ahlers (ORCID: https://orcid.org/0000-0003-0709-5631)
- Berit Schlüter
- Kwok Lung Fan (ORCID: https://orcid.org/0000-0002-8246-4751)
- 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)
- 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)
- Joshua Villarreal
- Simeon Reusch (ORCID: https://orcid.org/0000-0002-7788-628X)
- Paul Behrens (ORCID: https://orcid.org/0000-0002-2935-4799)
- 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)
- Shuo Zhang (ORCID: https://orcid.org/0000-0002-2967-790X)
- Andrew Wang (ORCID: https://orcid.org/0000-0001-8729-0933)
- Ruohan Li (ORCID: https://orcid.org/0009-0007-2725-7075)
- Nobuhiro Shimizu (ORCID: https://orcid.org/0000-0001-6857-1772)
- Yukiho Kobayashi (ORCID: https://orcid.org/0000-0001-5551-2845)
- Wenjie Hou (ORCID: https://orcid.org/0000-0003-3422-7185)
- Robert A. Young (ORCID: https://orcid.org/0000-0001-5105-9334)
- Samyak Jain (ORCID: https://orcid.org/0009-0000-7455-782X)
- Justin Mitchell
- J. Becker Tjus (ORCID: https://orcid.org/0000-0002-1748-7367)
- Satoshi Fukami
- Chris Weaver (ORCID: https://orcid.org/0000-0003-4016-5451)
- Jessie Thwaites (ORCID: https://orcid.org/0000-0001-9179-3760)
- Serap Tilav
- Zsuzsa Márka
- Kirsten Tollefson
- Najia Moureen Binte Amin
- Andreas Weindl
- Robert Snihur
- Arifa Khatee Zathul
- Kotoyo Hoshina
- Sebastian Vergara Carrasco
- Kara Hoffman
- A. Søgaard (ORCID: https://orcid.org/0000-0002-0823-056X)
- D. Seckel
- Albrecht Karle
- Juliana Stachurska (ORCID: https://orcid.org/0000-0002-0238-5608)
- 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)
- Justin Vandenbroucke
- Todor Stanev
- Andrii Terliuk
- Alba Domi (ORCID: https://orcid.org/0000-0002-9610-7296)
- Lu Lü (ORCID: https://orcid.org/0000-0002-8290-8834)
- C. Lin
- G. B. Yu (ORCID: https://orcid.org/0000-0002-0615-8082)
- D. Berley
- James Beatty
- Ioana Codrina Maris
- Jenni Adams
- Dominik Elsässer
- Nahee Park
- Pavel Zhelnin
- Simona Toscano
- K. Hanson
- Sean Griffin
- 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
- Dave Besson
- Rebecca Corley
- C. Walck
- Xianwu Xu
- Christoph Günther
- Spencer Axani (ORCID: https://orcid.org/0000-0001-8866-3826)
- Alan Coleman
- Nora Feigl
- Tim Ruhe
- Riya Shah
- Jim Madsen
- Chris Wendt
- Elizabeth Warrick
- A. Connolly
- Doug Cowen
- Marcos Santander
- Richard Naab
- Miriam Neumann
- Jiyuan Liao (ORCID: https://orcid.org/0009-0003-6250-4765)
- N. van Eijndhoven (ORCID: https://orcid.org/0000-0001-5558-3328)
- 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)
- Grace Sanger-Johnson (ORCID: https://orcid.org/0000-0002-4463-2902)
- Marco Scarnera
- Stephen DiKerby (ORCID: https://orcid.org/0000-0003-2633-2196)
- Brandon Henke
- Emile Moyaux
- Thomas Delmeulle
- Despina Mousadi
- Lene van Rootselaar
- Vaidehi Poojyam
- Ian Reistroffer
- Hani KimKu
- Joe Baines-Holmes
- L. Molchany
- Ilya Bodo
- Lasse Dueser
- Steven Eulig
- Amar Thakuri
- Lars Marten
Publication Details
- Published
- 2025-09-24
- DOI
- https://doi.org/10.22323/1.501.1169
- 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