Pinned Repositories
XLB
XLB: Accelerated Lattice Boltzmann (XLB) for Physics-based ML
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
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.
modulus
A PyTorch based deep-learning toolkit for developing DL models for physical systems
PhantomGaze
Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.
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
loliverhennigh's Repositories
loliverhennigh/Cd.jl
A simple Restricted Boltzmann machine. For use in Neural Networks and other learning needs.
loliverhennigh/Quantum-Walk-Simulator
A c++ simulator for Continuous-Time Quantum Walk.
loliverhennigh/Backer-Map
Applies Backer Map to study dynamical systems with opposite "arrows of time"
loliverhennigh/Bill
A Billiard Simulator For Test Dynamical systems
loliverhennigh/NeuNet.jl
A Neural Network package for julia