Jul 2026
Modeling and Prediction of Nonlinear Dynamic System Models by Deep Neural Networks and Koopman‐Based Subspace Identification
A novel Koopman operator‐based framework that integrates deep neural networks with subspace identification that achieves high modeling accuracy with significantly reduced errors is proposed, offering an effective and robust solution for nonlinear system modeling.
Zixiang Yuan, Jie Ding, Dezhi Shen et al.
· International Journal of Rob... · 0 citations