Learning time-dependent and integro-differential collision operators from plasma phase space data using differentiable simulators

Diogo D. Carvalho, Luis O. Silva, E. Paulo Alves

Collisional and stochastic wave-particle dynamics in plasmas far from equilibrium are complex, temporally evolving, stochastic processes which are challenging to model. In this wor…