Pinned Repositories
2D-Turbulence-Python
Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
GNOT
google-research
Google Research
GradientPathologiesPINNs
JAXFLUIDS
Differentiable Fluid Dynamics Package
jaxpi
PINNsNTK
uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
vanilla-transformer-jax
JAX/Flax implimentation of 'Attention Is All You Need' by Vaswani et al. (https://arxiv.org/abs/1706.03762)
sifanw094's Repositories
sifanw094/PINNsNTK
sifanw094/jaxpi
sifanw094/2D-Turbulence-Python
Simple OOP Python Code to run some Pseudo-Spectral 2D Simulations of Turbulence
sifanw094/uvadlc_notebooks
Repository of Jupyter notebook tutorials for teaching the Deep Learning Course at the University of Amsterdam (MSc AI), Fall 2022/Spring 2022
sifanw094/vanilla-transformer-jax
JAX/Flax implimentation of 'Attention Is All You Need' by Vaswani et al. (https://arxiv.org/abs/1706.03762)
sifanw094/fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
sifanw094/GNOT
sifanw094/google-research
Google Research
sifanw094/JAXFLUIDS
Differentiable Fluid Dynamics Package
sifanw094/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
sifanw094/PhiFlow
A differentiable PDE solving framework for machine learning
sifanw094/Physics-informed-DeepONets
sifanw094/ckconv
Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/2102.02611
sifanw094/DeepStefan
sifanw094/fem-on-colab
sifanw094/flax
Flax is a neural network library for JAX that is designed for flexibility.
sifanw094/flaxmodels
Pretrained models for Jax/Flax: StyleGAN2, GPT2, VGG, ResNet, etc.
sifanw094/ImprovedDeepONets
sifanw094/jax-cfd
Computational Fluid Dynamics in JAX
sifanw094/modulus
A PyTorch based deep-learning toolkit for developing DL models for physical systems
sifanw094/modulus-launch
Repo of optimized training recipes for accelerating PyTorch workflows of AI driven surrogates for physical systems
sifanw094/MultiscalePINNs
sifanw094/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
sifanw094/Pointnet_Pointnet2_pytorch
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
sifanw094/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
sifanw094/Pytorch-UNet
PyTorch implementation of the U-Net for image semantic segmentation with high quality images
sifanw094/readme-with-video
sifanw094/riemann_book
An interactive book about the Riemann problem for hyperbolic PDEs, using Jupyter notebooks.
sifanw094/vision_transformer
sifanw094/Wandb-Status-Report-Template
A template project for a W&B Status and Analysis Report in the Autonomous Vehicle Domain