Oliver Hennigh
Oliver Hennigh
Phy-Net
compressing physics with neural networks
Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
Computational-Fluid-Dynamics-Machine-Learning-Examples
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning
Convolutional-LSTM-in-Tensorflow
An implementation of convolutional lstms in tensorflow. The code is written in the same style as the basiclstmcell function in tensorflow
All-Convnet-Autoencoder-Example
Just a simple use example of the conv2d_transpose function in TensorFlow. Its run on MNIST.
Crystal-Gems
A dataset of mineral images and labels for machine learning purposes. http://www.minerals.net/
Early-Visual-Concept-Learning-Recreation-of-Some-Results
Here is an implementation of some of a few results seen in Early Visual Concept Learning with Unsupervised Deep Learning
Lattice-Boltzmann-fluid-flow-in-Tensorflow
A Lattice Boltzmann fluid flow simulation written in Tensorflow.