A two-stage physics-informed neural network method based on conserved quantities and applications in localized wave solutions. - Shuning Lin; Yong Chen 037 (J. Comput. Phys., 2022)

Data-driven forward-inverse problems for Yajima-Oikawa system using deep learning with parameter regularization. - Juncai Pu; Yong Chen 037 (Commun. Nonlinear Sci. Numer. Simul., 2023)

Long-time asymptotics for the integrable nonlocal Lakshmanan-Porsezian-Daniel equation with decaying initial value data. - Wei-Qi Peng; Yong Chen 037 (Appl. Math. Lett., 2024)

Lax pairs informed neural networks solving integrable systems. - Juncai Pu; Yong Chen 037 (J. Comput. Phys., 2024)