https://github.com/saransh-cpp/pdeswithpinns

Solving Partial Differential Equations using Physics-Informed Neural Networks
https://github.com/saransh-cpp/pdeswithpinns

Last synced: 11 months ago
JSON representation

Solving Partial Differential Equations using Physics-Informed Neural Networks

• Host: GitHub
• URL: https://github.com/saransh-cpp/pdeswithpinns
• Owner: Saransh-cpp
• Created: 2022-01-16T14:34:36.000Z (over 4 years ago)
• Default Branch: main
• Last Pushed: 2022-02-11T17:29:52.000Z (over 4 years ago)
• Last Synced: 2025-06-07T13:43:34.992Z (about 1 year ago)
• Language: Python
• Size: 9.76 MB
• Stars: 7
• Watchers: 2
• Forks: 3
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

          
# PDEsWithPINNs

Solving Partial Differential Equations in different dimensions using various Physics-Informed Neural Network architectures. 

TODO:

## Running locally

## Structure

## Data files

## Physics-Informed Neural Networks

## Multi Layer Perceptrons

## Spatio-Temporal Multi-Scale Fourier Feature Neral Networks

## Heat equation upto 4 dimensions

## Wave equation upto 4 dimensions