A package for simulating and learning pseudo-Hamiltonian systems. For further details, see https://arxiv.org/pdf/2206.02660.pdf and https://arxiv.org/abs/2304.14374
Project description
# phlearn Package for modelling pseudo-Hamiltonian systems with neural networks as described in [(Eidnes et al., 2022)](https://arxiv.org/pdf/2206.02660.pdf) for ODEs and [(Eidnes and Lye, 2023)](https://arxiv.org/pdf/2304.14374.pdf) for PDEs.
[Documentation available here](https://pseudo-Hamiltonian-neural-networks.readthedocs.io/en/latest/)
- phlearn
phsystems
phnns
utils
phsystems implements classes and functionality for simulating pseudo-Hamiltonian systems. phnns implements classes and functionality for learning and inference with pseudo-Hamiltonian neural networks.
