Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method
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Sep 4, 2025 - Python
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lattice-boltzmann
Here are 23 public repositories matching this topic...
Lattice Boltzmann fluid simulation
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May 8, 2025 - Python
A simple full-python 2D lattice-boltzmann code
computational-fluid-dynamics lattice-boltzmann lbm lid-driven-cavity poiseuille-flow turek-benchmark
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Apr 28, 2023 - Python
Library for performing multiphase simulations (based on the Shan-Chen model) in complicated geometries (i.e. porous media 3D images)
reactive images parallel rock volumes cfd lattice-boltzmann multiphase-flow porous-media permeability micro-ct mrt fractures multiphase shan-chen pore-network porous-media-flow tortuosity palabos relative-permeability
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Dec 1, 2023 - Python
3D CNN to predict single-phase flow velocity fields
machine-learning tensorflow gpu keras cnn neural-networks convolutional-neural-networks convolutional-neural-network 3d lattice-boltzmann keras-tensorflow lbm permeability single-phase surrogate-models 3d-images porous-media-flow digital-rockphysics digital-rocks poreflow-net
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Dec 7, 2022 - Python
Comparison of various numerical methods for computational fluid dynamics
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May 8, 2025 - Python
Computational fluid dynamics with tensorflow
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Sep 23, 2023 - Python
Free-surface implementation of lattice boltzmann in Python.
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Aug 8, 2020 - Python
two phase lattice boltzmann with zou-he boundary and half way bounce-back
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Feb 28, 2019 - Python
A software package for Quantum Lattice Boltzmann Methods
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Sep 4, 2025 - Python
In this repository I implement a parallel solver of the Lattice Boltzmann Method (LBM).
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Aug 4, 2020 - Python
Ragnarok is a library for solving lattice boltzmann
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Sep 14, 2018 - Python
Physic simulation of nuclear mushroom cloud using lattice boltzmann method
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Jan 13, 2019 - Python
Parallelized implementation of the Lattice Boltzmann method in Python
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Oct 26, 2023 - Python
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Mar 8, 2017 - Python
A space colonization algorithm algorithm to create tree- and root-like structures in 3D. The implementation combines with the Bresenhams line algorithm in order to return a binary 3D matrix which, for instance, can be used as input for CFD simulations using LBM.
fractal root tree-structure cfd nature lattice-boltzmann space-colonization-algorithm bresenham-line-drawing-algorithm
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Jun 7, 2024 - Python
Pore morphology-based initializer to accelerate lattice Boltzmann simulations of multiphase flow in porous media.
computational-fluid-dynamics lattice-boltzmann multiphase-flow lbm porous-media initialization wettability pore-morphology
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Sep 4, 2025 - Python
A GPU accelerated Python package for running Lattice-Boltzmann simulations.
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Aug 4, 2025 - Python
High Performance Computing with Python Project in Fluid Dynamics - Uni Freiburg
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Oct 30, 2022 - Python
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