https://github.com/zincware/znpinnlab
https://github.com/zincware/znpinnlab
Last synced: 7 months ago
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- Host: GitHub
- URL: https://github.com/zincware/znpinnlab
- Owner: zincware
- Created: 2024-04-04T08:57:32.000Z (about 2 years ago)
- Default Branch: main
- Last Pushed: 2025-06-30T08:58:39.000Z (11 months ago)
- Last Synced: 2025-07-22T08:54:47.035Z (10 months ago)
- Language: Jupyter Notebook
- Size: 27.7 MB
- Stars: 1
- Watchers: 0
- Forks: 0
- 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
```