Non-linear control variate in δf particle-in-cell methods using symplectic neural networks

Victor Fournet, Martin Campos Pinto, Emmanuel Franck +1

We present a novel δf particle-in-cell (PIC) method for the kinetic simulation of electrostatic plasmas in which the bulk density, acting as a control variate, is evolved using sy…