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.

3D CNN to predict single-phase flow velocity fields

Darcy flow and reservoir simulator based on Jutul.jl

Datasets and code for results presented in the ProbConserv paper

Official GitHub mirror of MRST

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)

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.

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

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.

Discretization methods for porous media flow problems.

Next generation permafrost process modeling in the Julia programming language.

DG0 solver for non-isothermal flow in porous media

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

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

Image-based Throat Permeability Model for flow in porous media

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

Open-source code to perform studies of MICP treatment and CO2 assessment.