Learning collision operators from plasma phase space data using differentiable simulators

Diogo D. Carvalho, Pablo J. Bilbao, Warren B. Mori +2

We propose a methodology to infer collision operators from phase space data of plasma dynamics. Our approach combines a differentiable kinetic simulator, whose core component in th…