[HTML][HTML] A second-order particle Fokker-Planck model for rarefied gas flows
Abstract The direct simulation Monte Carlo (DSMC) method has become a powerful tool for
studying rarefied gas flows. However, for the DSMC method to be effective, the cell size must …
studying rarefied gas flows. However, for the DSMC method to be effective, the cell size must …
A variance-reduced direct Monte Carlo simulation method for solving the Boltzmann equation over a wide range of rarefaction
M Sadr, NG Hadjiconstantinou - Journal of Computational Physics, 2023 - Elsevier
We present a variance-reduced method for efficiently solving the Boltzmann equation in all
rarefaction regimes. The proposed method is based on the VRDSMC method of Al-Mohssen …
rarefaction regimes. The proposed method is based on the VRDSMC method of Al-Mohssen …
Wasserstein-penalized Entropy closure: A use case for stochastic particle methods
We introduce a framework for generating samples of a distribution given a finite number of
its moments, targeted at particle-based solutions of kinetic equations and rarefied gas flow …
its moments, targeted at particle-based solutions of kinetic equations and rarefied gas flow …
An efficient Wasserstein-distance approach for reconstructing jump-diffusion processes using parameterized neural networks
We analyze the Wasserstein distance (W-distance) between two probability distributions
associated with two multidimensional jump-diffusion processes. Specifically, we analyze a …
associated with two multidimensional jump-diffusion processes. Specifically, we analyze a …