L-infinity
Computational fluid dynamics, multiphase flows, machine learning, OpenFOAM
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pytorch
24
Feb 2021
Some calculus with torch::autograd
Most neural networks learn by minimizing a scalar-valued error. There is ample information about the back-propagation c...
14
Dec 2020
Training a PyTorch neural network on cell-centered OpenFOAM fields
This post covers the use of the PyTorch C++ API for approximating cell-centered fields (pressure, temperature, density, ...
24
Aug 2020
Learning cos(x) using torch::Sequential from the PyTorch C++ API
This post covers the use of the PyTorch C++ API for approximating a function of a single variable using a Neural Network...