Curated list of some open source codes employing lattice Boltzmann methods

• UpdatedJul 10, 2024

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

• UpdatedDec 1, 2023
• Python

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

• UpdatedOct 18, 2019
• Python

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

• UpdatedApr 5, 2021
• C++

Reservoir simulation in Julia: Multi-phase, multi-component Darcy flow based on Jutul.jl

• UpdatedMar 30, 2025
• Julia

Official GitHub repository for MRST - the MATLAB Reservoir Simulation Toolbox

• UpdatedMar 28, 2025
• MATLAB

3D CNN to predict single-phase flow velocity fields

• UpdatedDec 7, 2022
• Python

Datasets and code for results presented in the ProbConserv paper

• UpdatedJun 14, 2024
• Python

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.

• UpdatedFeb 20, 2025
• Python

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

• UpdatedMar 30, 2025
• C++

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.

• UpdatedDec 7, 2022
• Jupyter Notebook

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

• UpdatedApr 17, 2020
• MATLAB

Next generation permafrost process modeling in the Julia programming language.

• UpdatedMar 15, 2025
• Julia

Discretization methods for porous media flow problems.

• UpdatedJan 10, 2023
• Python

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

• UpdatedFeb 16, 2023
• MATLAB

Field scale model generation and upscaling toolkit

• UpdatedMar 28, 2025
• MATLAB

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

• UpdatedOct 13, 2024
• Jupyter Notebook

DG0 solver for non-isothermal flow in porous media

• UpdatedDec 11, 2020
• Python

Image-based Throat Permeability Model for flow in porous media

• UpdatedOct 10, 2022
• MATLAB

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

• UpdatedAug 10, 2023
• C++