Structure-Informed Neural Operators for Long-Time Prediction of Parametric Hamiltonian PDEs

Victory C. Obieke, Christopher Chukwuemeka, Emmanuel E. Oguadimma

Hamiltonian partial differential equations (PDEs) often exhibit long-time dynamics governed by conserved quantities such as mass, momentum, and Hamiltonian energy. Standard Fourier…