Graph Attention Hamiltonian Neural Networks: A Lattice System Analysis Model Based on Structural Learning. - Ru Geng; Yixian Gao; Jian Zu; Hong-Kun Zhang (CoRR, 2024)

Data-driven discovery of conservation laws from trajectories via neural deflation. - Shaoxuan Chen; Panayotis G. Kevrekidis; Hong-Kun Zhang; Wei Zhu (Commun. Nonlinear Sci. Numer. Simul., 2025)