rpazuki / PINN_examples

In this project, you can find different introductory examples on how to use PINNs for solving PDEs in forwards and inverse problems.

Physics-Informed Neural Nets (PINN)

In this project, you can find different introductory examples on how to use PINNs for solving PDEs in forwards and inverse problems.

Description

In each Jupyter notebook, you can find an standalone PINN problem..

Getting Started

Dependencies

• numpy, matplotlib, pytorch

Authors

• Roozbeh H. Pazuki
• Email address: [e-mail]
• Alternative email address: [e-mail]

Version History

• 0.1
  • Initial Release

License

This project is licensed under the MIT License - see the LICENSE.md file for details

Acknowledgments

The base code of the damped simple harmonic oscillator is taken from:

• here