VPNets: Volume-preserving neural networks for learning source-free dynamics

Aiqing Zhu, Beibei Zhu, Jiawei Zhang +2

We propose volume-preserving networks (VPNets) for learning unknown source-free dynamical systems using trajectory data. We propose three modules and combine them to obtain two net…