Enhanced physics-informed neural networks for Vlasov–Poisson simulations
Kinetic theory is one of the fundamental descriptions in plasma physics. Large-scale numerical simulations for kinetic models such as the non-relativistic Vlasov–Poisson system and the Vlasov–Maxwell system are computationally demanding. To save computer resources, this work uses physics-informed neural network (PINN)...