Modeling Geomagnetic Variations using a Machine Learning Framework

Chun Ming Mark Cheung1, Casey Handmer2, Burcu Kosar3, George Gerules2, Bala Poduval4, Graham Mackintosh2, Andres Munoz Jaramillo5, Monica Bobra6, Troy Hernandez7 and Ryan Michael McGranaghan8, (1)Lockheed Martin Solar and Astrophysics Laboratory, Palo Alto, CA, United States, (2)NASA Frontier Development Lab, Mountain View, CA, United States, (3)NASA Goddard Space Flight Center, Greenbelt, MD, United States, (4)Space Science Institute Boulder, Boulder, CO, United States, (5)Southwest Research Institute, Boulder, United States, (6)Stanford University, W.W Hansen Experimental Physics Laboratory, Stanford, CA, United States, (7)IBM, Chicago, IL, United States, (8)Jet Propulsion Laboratory, California Institute of Technology, Pasadena, CA, United States