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Abstract: Identification of Ion-Kinetic Instabilities in Solar Wind Plasma with Machine Learning: from Hybrid-PIC Simulations to Observational Data (AGU25)

Identification of Ion-Kinetic Instabilities in Solar Wind Plasma with Machine Learning: from Hybrid-PIC Simulations to Observational Data

Viacheslav M Sadykov1, Leon Ofman2, Scott A Boardsen3, Dr. Yogesh ., PhD4, Parisa Mostafavi5, Lan Jian6, Kristopher G Klein7 and Mihailo Martinović7, (1)Georgia State University, Atlanta, GA, United States, (2)NASA GSFC/CUA, Greenbelt, United States, (3)NASA GSFC/UMBC, Greenbelt, United States, (4)Indian Institute of Technology Gandhinagar, Gandhinagar, India, (5)Applied Physics Laboratory Johns Hopkins, Laurel, United States, (6)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (7)University of Arizona, Lunar and Planetary Laboratory, Tucson, United States