liuxu97531's repositories
PINN_TFI-HSS
The code for the paper Temperature field inversion of heat-source systems via physics-informed neural networks
Machine-Learning
机器学习原理
PINN_Comp_Mech
PINN program for computational mechanics
2014-2015
School work for my senior year at Reed College
dt-pinn
Accelerating Physics Informed Neural Networks (PINNs) using Meshless Discretizations
ELM-pytorch
Extreme Learning Machine implemented in Pytorch
Machine-Learning-Notes
周志华《机器学习》手推笔记
Net2Net
Net2Net implementation on PyTorch for any possible vision layers.
piDMD
MATLAB codes for physics-informed dynamic mode decomposition (piDMD)
PINN-elastodynamics
physics-informed neural network for elastodynamics problem
PINNpapers
Must-read Papers on Physics-Informed Neural Networks.
POD-NN
Leaning Proper Orthogonal Decomposition coefficients using Deep Neural Networks.
POD-PINN
POD-PINN code and manuscript
pytorch-cifar
95.16% on CIFAR10 with PyTorch
pytorch-lightning
The lightweight PyTorch wrapper for ML researchers. Scale your models. Write less boilerplate
PyTorchTutorial
Examplary code for NN, MFNN, DynNet, PINNs and CNN
README.md-
直观的md格式模板
sensors-cost-paper
Files used to generate examples in a sensor placement paper
torch-residual-networks
This is a Torch implementation of ["Deep Residual Learning for Image Recognition",Kaiming He, Xiangyu Zhang, Shaoqing Ren, Jian Sun](http://arxiv.org/abs/1512.03385) the winners of the 2015 ILSVRC and COCO challenges.
ZOOpt
A python package of Zeroth-Order Optimization (ZOOpt)