CSD-PINN: a complex-symmetric, dynamic-weighted physics-informed neural network for parameter identification in high-order nonlinear Schrödinger equations

Nonlinear Dynamics 2026

View at publisher

Authors: Mengdi Su, Zhiyang Zhang, Muwei Liu, Fenghua Qi, Yan Jiang, Wenjun Liu

DOI: 10.1007/s11071-025-12034-x

Cited by: 4

References: 41

Fields of Study & Subjects

Model Reduction and Neural Networks Neural Networks and Reservoir Computing Numerical methods for differential equations

References 41