Advancements in the IceAct Energy Spectrum Analysis
The IceAct telescopes are Imaging Air Cherenkov telescopes installed as part of the IceCube Neutrino Observatory at the geographic South Pole. They consist of a 61 pixel camera and are small and robust to withstand the harsh environmental conditions. IceAct detects Cherenkov light produced by cosmic-ray particles with energies above approximately 10 TeV interacting inside the atmosphere, which is complementary to the measurement of the air shower at the surface by IceTop and the high-energy muons in the deep ice. Two telescopes have been taking data since 2019 with a conservative estimated duty cycle of around 10%. A graph neural network is used to reconstruct the basic air shower properties, like geometry and primary energy. This work focuses on the current progress in analyzing the energy spectrum of cosmic rays using IceAct data.
Authors
- Delaney Butterfield
- 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)
- 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)
- 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)
- Ali Kheirandish
- 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)
- Krishnamoorthi Jayakumar
- C. De Clercq (ORCID: https://orcid.org/0000-0001-5266-7059)
- Hershal Pandya
- 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
- Claudio Kopper
- Samvel Ter-Antonyan
- Ek Narayan Paudel (ORCID: https://orcid.org/0000-0001-9276-7994)
- A. Parenti (ORCID: https://orcid.org/0000-0002-6132-5680)
- Veronika Palušová (ORCID: https://orcid.org/0000-0003-2467-1215)
- A. Haungs (ORCID: https://orcid.org/0000-0002-9638-7574)
- Benedikt Riedel
- Erik Ganster (ORCID: https://orcid.org/0000-0003-4393-6944)
- Leonora Kardum (ORCID: https://orcid.org/0000-0001-9351-004X)
- Shefali Shefali
- 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)
- Alexandra Trettin
- Ramesh Koirala
- 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)
- Spencer Axani
- 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)
- 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)
- 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)
- Bennett Brinson (ORCID: https://orcid.org/0000-0001-9128-1159)
- F. Halzen (ORCID: https://orcid.org/0000-0001-6224-2417)
- 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)
- Leon Hamacher
- Matthias Thiesmeyer (ORCID: https://orcid.org/0009-0003-0005-4762)
- Oliver Janik (ORCID: https://orcid.org/0009-0007-3121-2486)
- John Rack-Helleis (ORCID: https://orcid.org/0000-0003-0780-4274)
- Thomas Ehrhardt
- Agnieszka Leszczyńska (ORCID: https://orcid.org/0000-0003-0935-6313)
- 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)
- Lars Philipp Heuermann
- Emma Kun (ORCID: https://orcid.org/0000-0003-2769-3591)
- Darren Grant (ORCID: https://orcid.org/0000-0003-0828-3650)
- 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)
- Anna Eimer
- 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)
- Thomas Stuttard
- 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)
- 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)
- 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)
- Philipp Behrens
- Aya Ishihara
- Alexander Harnisch
- Kirsten Tollefson (ORCID: https://orcid.org/0000-0001-9725-1479)
- Kareem Ramadan Farrag
- 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)
- 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)
- Jakob Beise (ORCID: https://orcid.org/0000-0002-7448-4189)
- Christian Haack (ORCID: https://orcid.org/0000-0003-3932-2448)
- Akanksha Katil
- Simeon Bash (ORCID: https://orcid.org/0000-0003-2680-1271)
- 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)
- Spencer Griswold
- William Luszczak (ORCID: https://orcid.org/0000-0003-3085-0674)
- 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)
- Rasha Abbasi
- 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)
- Paras Koundal (ORCID: https://orcid.org/0000-0002-5917-5230)
- Emre Burak Yildizci
- 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
- Carolin Klein
- Federico Bontempo
- 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)
- Neha Navnitkumar Lad (ORCID: https://orcid.org/0000-0001-9302-5140)
- 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)
- 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
- Bruno Benkel
- Anatoli Fedynitch (ORCID: https://orcid.org/0000-0003-2837-3477)
- 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)
- A. Kappes (ORCID: https://orcid.org/0000-0003-1315-3711)
- Frank McNally (ORCID: https://orcid.org/0000-0002-0785-2244)
- Jason Koskinen
- 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)
- Elena Manao (ORCID: https://orcid.org/0009-0002-6197-8574)
- 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)
- J. J. Beatty (ORCID: https://orcid.org/0000-0003-0481-4952)
- M. García (ORCID: https://orcid.org/0000-0003-0316-1208)
- Allan Hallgren
- M. Plum
- Maria Prado Rodriguez
- Kayla Leonard DeHolton (ORCID: https://orcid.org/0000-0002-8795-0601)
- Emmett Krupczak
- Pascal Gutjahr (ORCID: https://orcid.org/0000-0001-7980-7285)
- 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)
- Giacomo Sommani
- Tanvi Krishnan (ORCID: https://orcid.org/0000-0002-2405-7541)
- Leonhard Eidenschink
- Martin Wolf
- 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)
- Chris Weaver (ORCID: https://orcid.org/0000-0002-6713-093X)
- Anuj Kumar Upadhyay (ORCID: https://orcid.org/0000-0003-1957-2626)
- B. Pries (ORCID: https://orcid.org/0000-0003-4811-9863)
- N. Rad (ORCID: https://orcid.org/0000-0002-5204-0851)
- Merlin Schaufel
- 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)
- Leander Fischer (ORCID: https://orcid.org/0000-0002-7645-8048)
- 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)
- Jenni Adams
- C. Ha (ORCID: https://orcid.org/0000-0002-9598-8589)
- Juliana Stachurska
- Jonas Hellrung (ORCID: https://orcid.org/0009-0006-7300-8961)
- Donghwa Kang
- Stef Verpoest (ORCID: https://orcid.org/0000-0002-3031-3206)
- Matthias Vereecken (ORCID: https://orcid.org/0000-0001-9194-5242)
- Kaustav Dutta (ORCID: https://orcid.org/0000-0002-7345-6637)
- J. L. Kelley (ORCID: https://orcid.org/0000-0002-0846-4542)
- Aswathi Balagopal V.
- Robert Young (ORCID: https://orcid.org/0000-0003-2528-2588)
- Simeon Reusch (ORCID: https://orcid.org/0000-0002-7788-628X)
- Olga Botner
- 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)
- Yuhua Yao (ORCID: https://orcid.org/0000-0003-4811-646X)
- Andrew Wang (ORCID: https://orcid.org/0009-0004-2889-6184)
- Li Ruohan
- Yang Lyu (ORCID: https://orcid.org/0009-0007-0510-828X)
- Shiqi Yu (ORCID: https://orcid.org/0009-0002-1906-6184)
- Nobuhiro Shimizu (ORCID: https://orcid.org/0000-0001-6857-1772)
- Yukiho Kobayashi (ORCID: https://orcid.org/0000-0001-5551-2845)
- Abdul Rehman (ORCID: https://orcid.org/0009-0008-3658-4913)
- Andreas Weindl (ORCID: https://orcid.org/0000-0003-4929-6191)
- Wenjie Hou (ORCID: https://orcid.org/0000-0003-3422-7185)
- Samyak Jain (ORCID: https://orcid.org/0009-0000-7455-782X)
- Justin Mitchell
- J. Becker Tjus (ORCID: https://orcid.org/0000-0002-1748-7367)
- Jessie Thwaites (ORCID: https://orcid.org/0000-0001-9179-3760)
- Serap Tilav
- K. B. M. Mahn
- Zsuzsa Márka
- Javier Gonzalez
- Najia Moureen Binte Amin
- Robert Snihur
- Arifa Khatee Zathul
- Kotoyo Hoshina
- Sebastian Vergara Carrasco
- Kara Hoffman
- A. Søgaard (ORCID: https://orcid.org/0000-0002-0823-056X)
- Sally Robertson
- D. Seckel
- Albrecht Karle
- Uwe Naumann
- G. T. Przybylski
- Ryan Bay
- Dan Hooper
- 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
- Tim Ruhe
- M. U. Nisa (ORCID: https://orcid.org/0000-0002-6859-3944)
- Todor Stanev
- Andrii Terliuk
- Chad Finley
- Tianlu Yuan
- Gwenhaël de Wasseige
- Elisa Resconi
- Alba Domi (ORCID: https://orcid.org/0000-0002-9610-7296)
- H. Schieler (ORCID: https://orcid.org/0000-0002-2637-4778)
- Ioana Codrina Maris
- Ralph Engel
- Lu Lü (ORCID: https://orcid.org/0000-0002-8290-8834)
- Christian Spiering
- G. B. Yu (ORCID: https://orcid.org/0000-0002-0615-8082)
- Justin Vandenbroucke
- D. Berley
- Maximilian Meier
- Lilly Pyras
- Dominik Elsässer
- Nahee Park
- Pavel Zhelnin
- K. Hanson
- John Hardin (ORCID: https://orcid.org/0000-0001-7470-9010)
- L. Gerhardt (ORCID: https://orcid.org/0000-0003-0166-5162)
- Gabriel Collin
- Manish Khanal
- Angela Zegarelli
- Andrés Medina
- Juanan Aguilar
- Johannes Werthebach
- Matti Jansson
- Steven W. Barwick
- Jim Braun
- Enrico Ellinger
- Roger Moore
- J. C. Evans
- Dave Besson
- Rebecca Corley
- C. Walck
- Xianwu Xu
- Christoph Günther
- Alan Coleman
- Nora Feigl
- 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)
- 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)
- Hani KimKu
- Despina Mousadi
- Steven Eulig
- Ilya Bodo
- Lene van Rootselaar
- Logan Molchany
- Ian Reistroffer
- Lars Marten
- Joe Baines-Holmes
- Vaidehi Poojyam
- Lasse Dueser
- Thomas Delmeulle
- Brandon Henke
- Emile Moyaux
- Amar Thakuri
Publication Details
- Published
- 2025-09-24
- DOI
- https://doi.org/10.22323/1.501.0355
- Primary Topic
- Icing and De-icing Technologies
- 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