2 papers
physics.comp-ph2025
Generative Monte Carlo Sampling for Constant-Cost Particle Transport
Joseph A. Farmer, Aidan Murray, Johannes Krotz +1
We present Generative Monte Carlo (GMC), a novel paradigm for particle transport simulation that integrates generative artificial intelligence directly into the stochastic solution…
physics.comp-ph2024
High Energy Density Radiative Transfer in the Diffusion Regime with Fourier Neural Operators
Joseph Farmer, Ethan Smith, William Bennett +1
Radiative heat transfer is a fundamental process in high energy density physics and inertial fusion. Accurately predicting the behavior of Marshak waves across a wide range of mate…