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PINNs

This repository is used to store the PINN code reproduction of the papers I have read, and record my inspirations and ideas.

If it’s useful for you, give me a star, please!

Workflow

My workflow is based on PyCharm 2024.3 and MATLAB R2024a. All code is run on an ASUS TUF Gaming A14 (华硕天选 Air 2024). with the following device configuration:

CPU AMD Ryzen AI 9 HX
GPU NVIDA 4060 Laptop
RAM 32.0 GB

And the Python requirements are as follows:

Python 3.11.10
torch 2.5.1 
CUDA 12.4 
scipy 1.14.1

For more details, please refer to requirements.txt or environment.yml in the environment folder.

Contributing

Contributions are welcome! Please open a new issue or submit a Pull Request.

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JetBrains

PyCharm

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