Reduced-order modeling of Hamiltonian dynamics based on symplectic neural networks

Yongsheng Chen, Wei Guo, Qi Tang +1

We introduce a novel data-driven symplectic induced-order modeling (ROM) framework for high-dimensional Hamiltonian systems that unifies latent-space discovery and dynamics learnin…