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Abstract: Surya: Foundation Model for Heliophysics using SDO Data (AGU25)

Surya: Foundation Model for Heliophysics using SDO Data

Sujit Roy1, Johannes Schmude2, Rohit Lal3, Vishal Gaur3, Marcus Freitag2, Julian Kuehnert2, Ted van Kessel4, Johannes Jakubik5, Etienne Eben Vos6, Kshitiz Mandal3, Joao Lucas Sousa Almeida7, Dinesha Vasanta Hegde8, Andrés Muñoz-Jaramillo9, Amy Lin10, Talwinder Singh11, Kang Yang12, Chetraj Pandey13, Jinsu Hong11, Berkay Aydin14, Ryan M McGranaghan15, Spiridon Kasapis16, Vishal Upendran17, Shah Bahauddin18, Daniel da Silva19, Nikolai V Pogorelov20, Campbell Watson21, Manil Maskey22, Juan Bernabe-Moreno23 and Rahul Ramachandran24, (1)University of Alabama in Huntsville, Huntsville, AL, United States, (2)IBM Research, Yorktown Heights, United States, (3)University of Alabama in Huntsville, Huntsville, United States, (4)IBM Research USA, Yorktown Heights, United States, (5)IBM Research, Zurich, Switzerland, (6)IBM Research, Johannesburg, South Africa, (7)IBM Research, São Paulo, Brazil, (8)Department of Space Science, University of Alabama in Huntsville, Huntsville, United States, (9)Montana State University, Bozeman, United States, (10)University of Alabama in Huntsville, Earth System Science Center, Huntsville, United States, (11)Georgia State University, Atlanta, GA, United States, (12)Georgia State University, Atlanta, United States, (13)Georgia State University, Computer Science, Atlanta, GA, United States, (14)Georgia State University, Computer Science, Atlanta, United States, (15)NASA Jet Propulsion Laboratory, Pasadena, United States, (16)Princeton University, Department of Astrophysical Sciences, Princeton, United States, (17)SETI Institute Mountain View, Mountain View, United States, (18)Laboratory for Atmospheric and Space Physics, Boulder, CO, United States, (19)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (20)University of Alabama in Huntsville, Department of Space Science, Huntsville, AL, United States, (21)Organization Not Listed, New York, United States, (22)NASA, Huntsville, United States, (23)IBM Research, Mulhuddart, Ireland, (24)NASA Marshall Space Flight Center, Huntsville, United States