https://github.com/ehwan/pinn

Physics Informed Neural Networks
https://github.com/ehwan/pinn

deel-learning physics-informed-neural-networks pinn pytorch

Last synced: 2 months ago
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Physics Informed Neural Networks

• Host: GitHub
• URL: https://github.com/ehwan/pinn
• Owner: ehwan
• Created: 2024-02-06T12:52:58.000Z (over 2 years ago)
• Default Branch: main
• Last Pushed: 2024-03-25T14:17:33.000Z (over 2 years ago)
• Last Synced: 2025-06-14T10:40:21.285Z (about 1 year ago)
• Topics: deel-learning, physics-informed-neural-networks, pinn, pytorch
• Language: Python
• Homepage:
• Size: 606 KB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# PINN

Physics Informed Neural Networks

## Burgers' Equation

$\nu$ = 1

![](burger/imshow.png)

![](burger/plot.png)

## Wave Equation

$c=1$

![](wave/imshow.png)

![](wave/plot.png)

## Lid-Driven Cavity

Re = 100

![](cavity/quiver.png)

![](cavity/pressure.png)

![](cavity/plot.png)