Pinned Repositories
20Ace.github.io
DG-PINNs
Data-guided physics-informed neural networks
EFD
Empirical Fourier decomposition: An accurate signal decomposition method for nonlinear and non-stationary time series analysis
fourier_neural_operator
Use Fourier transform to learn operators in differential equations.
Locally-Adaptive-Activation-Functions-Neural-Networks-
Python codes for Locally Adaptive Activation Function (LAAF) used in deep neural networks.
PeRCNN_New
Encoding physics to learn reaction-diffusion processes
PhyCRNet
Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs
piDMD
MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
PINN_Wave_NTK
2nd Order Wave Equation PINN Solution/ TensorFlow & PyTorch
pytorch-fourier-feature-networks
Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains
dopawei's Repositories
dopawei/DG-PINNs
Data-guided physics-informed neural networks
dopawei/PeRCNN_New
Encoding physics to learn reaction-diffusion processes
dopawei/academic-website-template
Jekyll website template for personal academic or research group web pages.
dopawei/AdaAFforPINNs
dopawei/adahessian
ADAHESSIAN: An Adaptive Second Order Optimizer for Machine Learning
dopawei/AL-PINNs
Official code for AL-PINNS: Augmented Lagrangian relaxation method for Physics-Informed Neural Networks
dopawei/autograd-minimize
A wrapper around scipy minimize which uses the autograd capacities of tensorflow to compute the gradient and hessian.
dopawei/CPINN
Competitive Physics Informed Networks
dopawei/cusp_capturing_PINN
dopawei/En-DeepONet
Repository for sharing code and data assocaited with X-DeepONet architecture
dopawei/galerkin-transformer
[NeurIPS 2021] Galerkin Transformer: a linear attention without softmax
dopawei/investigating_mitigating_failure_modes_in_pinns
This repository contains the code and models for our paper "Investigating and Mitigating Failure Modes in Physics-informed Neural Networks(PINNs)"
dopawei/jaxpi
dopawei/Neural-Modal-ODE-Demo
dopawei/Neuroevolution-of-PINNs
PINN Jax
dopawei/PaddleScience
PaddleScience is SDK and library for developing AI-driven scientific computing applications based on PaddlePaddle.
dopawei/PCNN-SH2d
The demo code for "Physics-enhanced neural networks for half-space seismic wave modeling"
dopawei/PDEBench
PDEBench: An Extensive Benchmark for Scientific Machine Learning
dopawei/PhysicsInformedShellStructures
Code for 'Physics-Informed Neural Networks for Shell Structures'
dopawei/PhySO
Physical Symbolic Optimization
dopawei/PINNs_JAX
Repository with notebooks about Physics Informed Neural Networks, written in JAX + Flax.
dopawei/s4
Structured state space sequence models
dopawei/S4Torch
PyTorch implementation of Structured State Space for Sequence Modeling (S4), based on Annotated S4.
dopawei/SPINN
Source code for Separable PINN
dopawei/Structural-response-prediction
dopawei/theseus
A library for differentiable nonlinear optimization
dopawei/TL-DeepONet
Source code of 'Deep transfer operator learning for partial differential equations under conditional shift'.
dopawei/torchimize
numerical optimization algorithms in pytorch
dopawei/Transfer_Learning_SHM
dopawei/v2ray
最好用的 V2Ray 一键安装脚本 & 管理脚本