Structure-Preserving Physics-Informed Neural Networks With Energy or Lyapunov Structure

Haoyu Chu, Yuto Miyatake, Wenjun Cui +2

Recently, there has been growing interest in using physics-informed neural networks (PINNs) to solve differential equations. However, the preservation of structure, such as energy…