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Abstract: Intertwining Physics-Based CME Modeling and Machine Learning for L1 Prediction of Interplanetary Magnetic Field (AGU25)

Intertwining Physics-Based CME Modeling and Machine Learning for L1 Prediction of Interplanetary Magnetic Field

Viacheslav M Sadykov1, Elena Provornikova2, Dustin Kempton1, Evangelos Paouris3, Djalil Sawadogo4, Charles Nickolos Arge5, Tamima Saba6, Rafal Angryk7 and Petrus C Martens8, (1)Georgia State University, Atlanta, GA, United States, (2)Applied Physics Laboratory Johns Hopkins, Laurel, United States, (3)Johns Hopkins University Applied Physics Laboratory, Laurel, MD, United States, (4)Georgia State University, Atlanta, United States, (5)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (6)Georgia State University, Physics and Astronomy, Atlanta, GA, United States, (7)Georgia State University, Computer Science, Atlanta, GA, United States, (8)Georgia State University, Physics and Astronomy, Atlanta, United States