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.

You need to have python installed on your machine. To install the required packages, run the following command in the terminal:

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:

source venv/bin/activate

To deactivate the virtual environment, run the following command in the terminal:

deactivate