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al-pinns

Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks

chainer-dcgan

Chainer implementation of Deep Convolutional Generative Adversarial Network

chainer-fluid

char-rnn-tensorflow

Multi-language Char RNN for TensorFlow >= 1.2.

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

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan_code

Deep Convolutional Generative Adversarial Networks

deep-fluids

Deep Fluids: A Generative Network for Parameterized Fluid Simulations

deep-learning-21-examples

《21个项目玩转深度学习———基于TensorFlow的实践详解》配套代码

fluidgan-tensorflow

A TensorFlow framework for multi-physics phenomena (stationary, time-dependent) prediction using FluidGAN

inverse-dirichlet-pinn

Code accompanying "Inverse-Dirichlet Weighting Enables Reliable Training of Physics Informed Neural Networks", Maddu et al., 2021

jax-cfd

Computational Fluid Dynamics in JAX

keras

Deep Learning for humans

latnet

Neural Network Based Lattice Boltzmann solver

lattice-boltzmann-fluid-flow-in-tensorflow

A Lattice Boltzmann fluid flow simulation written in Tensorflow.

multistepnns

Multistep Neural Networks for Data-driven Discovery of Nonlinear Dynamical Systems

nek5000

The open-source, highly-scalable, always-portable spectral element CFD code

physics-based-deep-learning

Links to works on deep learning algorithms for physics problems, TUM-I15 and beyond

physics-informed-deep-learning-solid-and-fluid-mechanics

Using Physics-Informed Deep Learning (PIDL) techniques (W-PINNs-DE & W-PINNs) to solve forward and inverse hydrodynamic shock-tube problems and plane stress linear elasticity boundary value problems

pigans-material-id

pinn_we

Discontinuity Computing Using Physics-Informed Neural Network

spinn

Source code for Separable PINN

stanfordnlp

Official Stanford NLP Python Library for Many Human Languages

tempogan

Source code for the SIGGRAPH paper "tempoGAN: A Temporally Coherent, Volumetric GAN for Super-resolution Fluid Flow"

tensorflow-examples

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

tensorflow_poems

中文古诗自动作诗机器人，屌炸天，基于tensorflow1.10 api，正在积极维护升级中，快star，保持更新！