Curated list of some open source codes employing lattice Boltzmann methods

Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)

Physics-constrained deep learning for high-dimensional surrogate modeling and uncertainty quantification without labeled data

OpenFOAM solver for performing single- and two-phase flow simulations on hybrid-scale porous media.

Darcy flow and reservoir simulator based on Jutul.jl

3D CNN to predict single-phase flow velocity fields

Official GitHub repository for MRST - the MATLAB Reservoir Simulation Toolbox

Datasets and code for results presented in the ProbConserv paper

Open source digital rocks software platform for micro-CT, CT, thin sections and borehole image analysis. Includes tools for: annotation, AI, HPC, porous media flow simulation, porosity analysis, permeability analysis and much more.

DuMux: an open-source simulator for flow and transport processes in porous media (repository mirrored from https://git.iws.uni-stuttgart.de/dumux-repositories/dumux.git)

The MultiScale Network for hierarchical regression (MS-Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer-scale inputs can be used to refine this information.

Finite element modeling of some 2D benchmarks : heat conduction, linear elasticity, dam break flow, viscous fingering in porous media.

Next generation permafrost process modeling in the Julia programming language.

Discretization methods for porous media flow problems.

Modeling two-phase flow and transport in porous media using MATLAB.

DG0 solver for non-isothermal flow in porous media

Transfer learning-based physics-informed convolutional neural network for simulating flow in porous media with time-varying controls

Image-based Throat Permeability Model for flow in porous media

SOFTBALL: SOlidification, Flow, and Thermodynamics in Binary ALLoys. A code for simulating convection in mushy layers with Adaptive Mesh Refinement.

Field scale model generation and upscaling toolkit