jia0304 Goto Github PK

adaptive-optimization-of-pinn

Optimizing Physics-Informed NN using Multi-task Likelihood Loss Balance Algorithm and Adaptive Activation Function Algorithm

ailearning

AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP

augmentedpinn

Code accompanying the manuscript "Augmented Physics-Informed Neural Networks (APINNs): A gating network-based soft domain decomposition methodology"

bl-pinn

Theory-guided physics-informed neural networks for boundary layer problems with singular perturbation

deeplearning

深度学习入门教程, 优秀文章, Deep Learning Tutorial

dive_into_deep_learning

✔️李沐 【动手学深度学习】课程学习笔记：使用pycharm编程，基于pytorch框架实现。

dress

好耶 是女装

gitproject

jinns

Physics Informed Neural Networks (PINNs) + SPINNs + HyperPINNs with JAX 📓 Check out our various notebooks to get started ⚠️ Mirror repository of jinns (development happens on Gitlab)

listed-company-news-crawl-and-text-analysis

从新浪财经、每经网、金融界、**证券网、证券时报网上，爬取上市公司（个股）的历史新闻文本数据进行文本分析、提取特征集，然后利用SVM、随机森林等分类器进行训练，最后对实施抓取的新闻数据进行分类预测

louplus

lpinns

To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to the direction of travel of information in convection-diffusion equations, i.e., method of characteristic; The repository includes a pytorch implementation of PINN

markov_python

Markov Chain text generator

my-repository

neuralsolvers

Neural network based solvers for partial differential equations and inverse problems :milky_way:. Implementation of physics-informed neural networks in pytorch.

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-neural-networks

Investigating PINNs

pinn-elastodynamics

physics-informed neural network for elastodynamics problem

pinn-for-wave-equation

PINN for solving wave equation

pinn-mpi

parallel PINNs; RANS equations; spatiotemporal parallel; PINNs

pinn-sampling

Non-adaptive and residual-based adaptive sampling for PINNs

pinn_for_linear_elastic_mechanics

Physics Informed Neural Networks To Solve Problems In Solid Mechanics

pinn_torch

Pytorch implementation of Physics Informed Neural Networks and improvements

pinnpapers

Must-read Papers on Physics-Informed Neural Networks.

pinns

Basic implementation of physics-informed neural network with pytorch.

pinns-pytorch

PyTorch Implementation of Physics-informed Neural Networks

process_oriented_pdem

A Matlab toolbox for solving the generalized density evolution equation (GDEE) in the probability density evolution method (PDEM) by finite difference method.

pso-pinn

Physics-Informed Neural Networks Trained with Particle Swarm Optimization

research-on-solving-partial-differential-equations-of-solid-mechanics-based-on-pinn

This is the code of my master thesis.

shiyanlou