32 citations · 91 across the 6 of their papers we have counts for
6 papers
Gaussian Process Regression for Maximum Entropy Distribution
Mohsen Sadr, Manuel Torrilhon, M. Hossein Gorji
Maximum-Entropy Distributions offer an attractive family of probability densities suitable for moment closure problems. Yet finding the Lagrange multipliers which parametrize these…
Treatment of long-range interactions arising in the Enskog-Vlasov description of dense fluids
Mohsen Sadr, M. Hossein Gorji
The kinetic theory of rarefied gases and numerical schemes based on the Boltzmann equation have evolved to the cornerstone of non-equilibrium gas dynamics. However, their counterpa…
Coupling kinetic and continuum using data-driven maximum entropy distribution
Mohsen Sadr, Qian Wang, M. Hossein Gorji
An important class of multi-scale flow scenarios deals with an interplay between kinetic and continuum phenomena. While hybrid solvers provide a natural way to cope with these sett…
Fokker-Planck-Poisson kinetics: Multi-phase flow beyond equilibrium
Mohsen Sadr, Marcel Pfeiffer, M. Hossein Gorji
Multi-phase phenomena remain at the heart of many challenging fluid dynamics problems. Molecular fluxes at the interface determine the fate of neighboring phases, yet their closure…
A Continuous Stochastic Model for Non-Equilibrium Dense Gases
Mohsen Sadr, M. Hossein Gorji
While accurate simulations of dense gas flows far from the equilibrium can be achieved by Direct Simulation adapted to the Enskog equation, the significant computational demand req…
Wasserstein-penalized Entropy closure: A use case for stochastic particle methods
Mohsen Sadr, Nicolas G. Hadjiconstantinou, M. Hossein Gorji
We introduce a framework for generating samples of a distribution given a finite number of its moments, targeted to particle-based solutions of kinetic equations and rarefied gas f…