Symplectic Neural Networks in Taylor Series Form for Hamiltonian Systems

Yunjin Tong, Shiying Xiong, Xingzhe He +2

We propose an effective and lightweight learning algorithm, Symplectic Taylor Neural Networks (Taylor-nets), to conduct continuous, long-term predictions of a complex Hamiltonian d…