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/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
loliverhennigh/Computational-Fluid-Dynamics-Machine-Learning-Examples
This repo contains some tutorial type programs showing some basic ways machine learning can be applied to CFD.
loliverhennigh/Steady-State-Flow-With-Neural-Nets
A Tensorflow re-implementation of the paper Convolutional Neural Networks for Steady Flow Approximation
loliverhennigh/Phy-Net
compressing physics with neural networks
loliverhennigh/Computational-Physics-and-Machine-Learning-Reading-List
A list of papers relating Computational Physics and Machine Learning
loliverhennigh/Lattice-Boltzmann-fluid-flow-in-Tensorflow
A Lattice Boltzmann fluid flow simulation written in Tensorflow.
loliverhennigh/latnet
Neural Network Based Lattice Boltzmann solver
loliverhennigh/MinDat-Mineral-Image-Dataset
A dataset of +500,000 mineral images with labels taken from mindat.org.
loliverhennigh/PhantomGaze
Simple GPU rendering of scientific data with Pytorch, Jax, CuPy, and Warp backends.
loliverhennigh/Crystal-Gems
A dataset of mineral images and labels for machine learning purposes. http://www.minerals.net/
loliverhennigh/dynamic_rnn_conv_lstm
just a quick example of using the conv lstm in tensorflow as per https://github.com/tensorflow/tensorflow/pull/8891
loliverhennigh/Deep-Learning-Experiment-Manager
A simple python program to queue up deep learning experiments on gpus
loliverhennigh/DeepDesign
Automated Design Library using Deep Neural Networks
loliverhennigh/ConstrainedTransportZPinch
Very simple Ideal MHD simulation of shear flow stabilized Z-pinch implemented in (JAX)
loliverhennigh/Flow-Sculpter
Neural Networks learning to create objects with desired flow properties.
loliverhennigh/Mindat
A dataset of mineral images created from mindat.org
loliverhennigh/Memory-Efficient-Autoencoder
A repo looking at autoencoders that can be applied to extremely large 2D and 3D tensors.
loliverhennigh/XLB
XLB: Accelerated Lattice Boltzmann (XLB) based on JAX for Physics-based ML
loliverhennigh/modulus
A PyTorch based deep-learning toolkit for developing DL models for physical systems
loliverhennigh/pixel-cnn
adaptation of PixelCNN
loliverhennigh/PumpkinPulse
Dense Plasma Focus Fusion Reactor
loliverhennigh/tensorflow
Computation using data flow graphs for scalable machine learning
loliverhennigh/The-Wedding-Project
loliverhennigh/earth2studio
Open-source deep-learning framework for exploring, building and deploying AI weather/climate workflows.
loliverhennigh/HeatSinkPartCad
Test repo for trying out part cad
loliverhennigh/keras
Deep Learning library for Python. Runs on TensorFlow, Theano, or CNTK.
loliverhennigh/KernelPumpkinPatch
Python library of common operators used in computational physics
loliverhennigh/loliverhennigh.github.io
my blog
loliverhennigh/models
Models built with TensorFlow
loliverhennigh/modulus-launch
Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems