https://github.com/zincware/znpinnlab
https://github.com/zincware/znpinnlab
Last synced: 8 days ago
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- Host: GitHub
- URL: https://github.com/zincware/znpinnlab
- Owner: zincware
- Created: 2024-04-04T08:57:32.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2026-06-15T14:47:05.000Z (about 1 month ago)
- Last Synced: 2026-06-15T16:27:27.054Z (about 1 month ago)
- Language: Jupyter Notebook
- Size: 27.7 MB
- Stars: 1
- Watchers: 0
- Forks: 1
- Open Issues: 4
-
Metadata Files:
- Readme: README.md
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README
# ZnPINNLab
Repository for a lab course about Physics informed Neural Networks (PINNs).
The course is part of the advanced physics lab, which is a module in the masters programm of physics at the University of Stuttgart.
The course aims to teach the fundamentals of neural networks, by learning the physics of a differential equation using a PINN.
## Installation
You need to have python installed on your machine.
To install the required packages, run the following command in the terminal:
```bash
python install.py
```
The installation will create a virtual environment in which the required packages are installed.
To activate the virtual environment, run the following command in the terminal:
```bash
source venv/bin/activate
```
To deactivate the virtual environment, run the following command in the terminal:
```bash
deactivate
```