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mmany's Projects

dl-augmented-igpc icon dl-augmented-igpc

A deep learning augmented solver in OpenFOAM built on top of the pisoFOAM solver which uses a custom inference framework with the PyTorch C++ Frontend (libtorch)

openfoam-pytorch-inference icon openfoam-pytorch-inference

A library with a set of functions to perform inference with the PyTorch C++ Frontend and to link the predicitions in OpenFOAM fields (volScalarField and VolVectorFields)

pytorch-gdl icon pytorch-gdl

A simple implementation of the Gradient Difference Loss function in PyTorch, and its custom formulation with MSE loss.

pyturb icon pyturb

Gas models, combustion and gas turbine solver.

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