wowSUNBOY

GPLaSDI

SindyAutoencoders

PINN-Battery-Prognostics

State of Health (SoH) and Remaining Useful Life (RUL) prediction for Li-ion batteries based on Physics-Informed Neural Networks (PINN).

GNN-LSTM-based-Fusion-Model-for-Structural-Dynamic-Responses-Prediction

A novel GNN-LSTM-based fusion model which could accurately predict the seismic responses of multiple structures with different geometry.

physics_constrained_nn

Neural Networks with Physics-Informed Architectures and Constraints for Dynamical Systems Modeling

leetcode-master

《代码随想录》LeetCode 刷题攻略：200道经典题目刷题顺序，共60w字的详细图解，视频难点剖析，50余张思维导图，支持C++，Java，Python，Go，JavaScript等多语言版本，从此算法学习不再迷茫！🔥🔥 来看看，你会发现相见恨晚！🚀

GradientPathologiesPINNs

GradNorm

PyTorch implementation of the GradNorm

pysindy

A package for the sparse identification of nonlinear dynamical systems from data

deepxde

A library for scientific machine learning and physics-informed learning

neurodiffeq

A library for solving differential equations using neural networks based on PyTorch, used by multiple research groups around the world, including at Harvard IACS.

pinn_ode_tutorial

PyLTSpice

Set of tools to interact with LTSpice. See README file for more information.

harmonic-oscillator-pinn

Code accompanying my blog post: So, what is a physics-informed neural network?

PINNs

PyTorch Implementation of Physics-informed Neural Networks

pinn

Physics-informed neural networks package

lassonet

Feature selection in neural networks

Heart-Rate-Monitoring_PPG

heartrack

An wavelet method to detect heart beating rate from wrist-type PPG Data. From Paper: