2 papers
physics.plasm-ph2026
A Neural Operator Closure for Landau Damping in Electrostatic Plasma
Samuel Burles, Enrico Camporeale, Oreste Pezzi
We present a data-driven plasma fluid closure for both linear and nonlinear electrostatic Landau damping in one dimension. A Fourier Neural Operator (FNO) is trained online within…
physics.plasm-ph2026
The Machine Learning Approach to Moment Closure Relations for Plasma: A Review
Samuel Burles, Enrico Camporeale
The requirement for large-scale global simulations of plasma is an ongoing challenge in both space and laboratory plasma physics. Any simulation based on a fluid model inherently r…