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2d-turbulence-python

Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence

camstudio-mousedown-highlight

Modify CamStudio so that the cursor highlight is only displayed when the mouse button is pressed

ckconv

Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/2102.02611

deephpms

Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations

deepstefan

fem-on-colab

flax

Flax is a neural network library for JAX that is designed for flexibility.

flaxmodels

Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.

fourier_neural_operator

Use Fourier transform to learn operators in differential equations.

gnot

google-research

Google Research

gradientpathologiespinns

hfm

Hidden Fluid Mechanics

improveddeeponets

jax-cfd

Computational Fluid Dynamics in JAX

jaxfluids

Differentiable Fluid Dynamics Package

jaxpi

modulus

A PyTorch based deep-learning toolkit for developing DL models for physical systems

modulus-launch

Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems

multiscalepinns

nbody-python

Vectorized N-body code (Python)

pdebench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

phiflow

A differentiable PDE solving framework for machine learning

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

physics-informed-deeponets

pinnsntk

pointnet_pointnet2_pytorch

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

pytorch-unet

PyTorch implementation of the U-Net for image semantic segmentation with high quality images

readme-with-video