F. Miniati

Resolution-Robust Machine Learning Heat Flux Closure for Inertial Confinement Fusion Plasmas

Accurate modeling of heat flux in inertial confinement fusion plasmas requires closures that remain predictive far from local equilibrium and across disparate spatial and temporal resolutions. We develop a resolution-robust machine learning heat flux closure trained on particle-in-cell simulations using a Fourier neura...