Curated list of some open source codes employing lattice Boltzmann methods
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Updated
Jan 20, 2023
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
Datasets and code for results presented in the ProbConserv paper
Darcy flow and reservoir simulator based on Jutul.jl
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)
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.
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.
Modeling two-phase flow and transport in porous media using MATLAB.
Suitable Finite Element methods for Porous Media flow using Firedrake Project framework
Drag coefficient modeling for porous particles under laminar conditions
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