Learning the dynamics of a one-dimensional plasma model with graph neural networks

Diogo D Carvalho, Diogo R Ferreira, Luis O Silva

We explore the possibility of fully replacing a plasma physics kinetic simulator with a graph neural network-based simulator. We focus on this class of surrogate models given the s…