This is the Code for the Bachelor's Thesis "Neural ODE for physical problems" by Tim Beyer.

All scripts should be run from the main directory, e.g.;

python3 experiments/single_pendulum/densenet.py

The latest, cleaned up version of this project is available in the 'unification' branch, which is not tested as well as the master branch but should work fine in almost all cases.

• TensorFlow 2.2
• tfdiffeq
• matplotlib
• (keras-mdn-layer) if you want to try mixture-density-layers on top of an lstm