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

no code implementations • 10 Jan 2024 • Haoyu Chu, Yuto Miyatake, Wenjun Cui, Shikui Wei, Daisuke Furihata

Experimental results demonstrate that the proposed method improves the numerical accuracy of PINNs for partial differential equations.