Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.
-
Updated
Jan 4, 2025 - Julia
8000
Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.
Automatic-Differentiation-Enabled Plasma Transport in JAX
A high performance framework for radiation therapy simulation and numerical solutions for kinetic equations.
A simple method to solve spherical harmonics moment systems, such as the the time-dependent PN and SPN equations, of radiative transfer in 1D-3D geometry.
XTANT-3: X-ray-induced Thermal And Nonthermal Transitions
Restructure single parabolic band(SPB) model used for thermoelectricity
Implementation of the Revised Enskog Theory for Mie fluids (RET-Mie) for computation of diffusion coefficients, thermal diffusion coefficients, viscosity and thermal conductivity
A finite volume-based LBM solver is developed and verified using canonical flow problems
Ab initio model for mobility and conductivity calculation by using Rode Algorithm
Freeze-out mechanism and relic abundance computation for WIMPs and inelastic Dark Matter.
Flux-reconstructed discontinuous Galerkin schemes for Boltzmann equation and related kinetic models
Simplified Models and subHalos distributions
Boltzmann equation implementation of freeze-out singlet scalar dark matter
Separable Physics-informed Neural Networks for Solving the BGK Model of the Boltzmann Equation
Exact numerical implementation of the background (i.e., 1D) collisional Boltzmann equation for DM-baryon elastic scattering. Code used to generate results presented in S. Seher Gandhi & Y. Ali-Haïmoud (2022) [arXiv:2205.05536]. Please cite our paper if you use this code in whole or in part.
Stochastic Solution Method of the Master Equation and the Model Boltzmann Equation
Simulation of a self-interacting fluid using a Lattice-Boltzmann method in Julia. For now, it is collisionless.
Generalized 2D phonon transport using a Monte Carlo method
An implementation of the DSMC-Boltzmann algorithm in several versions for the simulation of the heat transfer due to phonons in electrically non conducting samples.
Add a description, image, and links to the boltzmann-equation topic page so that developers can more easily learn about it.
To associate your repository with the boltzmann-equation topic, visit your repo's landing page and select "manage topics."