Unsupervised discovery of nonlinear plasma physics using differentiable kinetic simulations
Unsupervised discovery of nonlinear plasma physics using differentiable kinetic simulations
Plasma supports collective modes and particle–wave interactions that lead to complex behaviour in, for example, inertial fusion energy applications. While plasma can sometimes be modelled as a charged fluid, a kinetic description is often crucial for studying nonlinear effects in the higher-dimensional momentum–position phase space that describes the full complexity …