1. Computational Fluid Dynamics Machine Learning Examples
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
✭ 161
python2. Phy Net
compressing physics with neural networks
3. Steady State Flow With Neural Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
4. Lattice Boltzmann Fluid Flow In Tensorflow
A Lattice Boltzmann fluid flow simulation written in Tensorflow.
✭ 97
python5. All Convnet Autoencoder Example
Just a simple use example of the conv2d_transpose function in TensorFlow. Its run on MNIST.
✭ 22
python6. 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
✭ 414
python7. Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning
✭ 111
8. Variational-autoencoder-tricks-and-tips
just a few trouble shooting tips I have found for training variational autoencoders. All code in tensorflow
✭ 21
python1-9 of 9 user projects