hsbhc

IAM-IOTB

指令驱动模型

AMAW-PINN

Enhancing PINNs for Solving PDEs via Adaptive Collocation Point Movement and Adaptive Loss Weighting

easyPDE

偏微分方程的有限元方法

IOM-RBF-FD

Iterative optimization method for determining optimal shape parameter in RBF-FD

PDEcollector

Collect PDE and its true solution

A-PINN

A-PINN: Auxiliary physics informed neural networks for forward and inverse problems of nonlinear integro-differential equations

CFDPython

A sequence of Jupyter notebooks featuring the "12 Steps to Navier-Stokes" http://lorenabarba.com/

MultiscalePINNs

Neural-PDE-Solver

PDEBench

PDEBench: An Extensive Benchmark for Scientific Machine Learning

Physics-informed-DeepONets

Physics-Informed-Neural-Networks

Investigating PINNs

PINN-elastodynamics

physics-informed neural network for elastodynamics problem

PINN-laminar-flow

Physics-informed neural network for solving fluid dynamics problems

SA-PINNs

Implementation of the paper "Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism" [AAAI-MLPS 2021]