L-infinity
Computational fluid dynamics, multiphase flows, machine learning, OpenFOAM
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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, ...
25
Nov 2020
An almost minimal example of an object-oriented library in OpenFOAM
Computational Fluid Dynamics (CFD) models often share the same data and differ in how this data is processed, which orga...
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...