Physics informed Neural Networks applied to the description of wave-particle resonance in kinetic simulations of fusion plasmas

Jai Kumar, David Zarzoso, Virginie Grandgirard +2

The Vlasov-Poisson system is employed in its reduced form version (1D1V) as a test bed for the applicability of Physics Informed Neural Network (PINN) to the wave-particle resonanc…