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10 search results found

Jaxfluids ⭐ 203

Differentiable Fluid Dynamics Package

Lettuce ⭐ 129

Computational Fluid Dynamics based on PyTorch and the Lattice Boltzmann Method

Kinetic.jl ⭐ 110

Universal modeling and simulation of fluid mechanics upon machine learning. From the Boltzmann equation, heading towards multiscale and multiphysics flows.

Arrhenius.jl ⭐ 39

Differentiable Reacting Flow Modeling Software

Neuralfoil ⭐ 34

NeuralFoil is an airfoil aerodynamics analysis tool using physics-informed machine learning, in pure Python/NumPy.

Deeppreconditioning ⭐ 19

Design preconditioners with a CNN to accelerate the conjugate gradient method.

Smartsim Openfoam ⭐ 11

Using OpenFOAM with SmartSim. This example implements a streaming version of the TensorFlowFOAM work

Torchfoam ⭐ 9

Using PyTorch within OpenFOAM

An interfacting library to deploy neural network models in CFD codes easily

Openfoam Ml Rom ⭐ 7

OpenFOAM examples for data-driven ML and ROM

Converting ML-CFD models to ONNX

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