2 papers
eess.SY2025
Tensor Dynamic Mode Decomposition
Ziqin He, Mengqi Hu, Yifei Lou +1
Dynamic mode decomposition (DMD) has become a powerful data-driven method for analyzing the spatiotemporal dynamics of complex, high-dimensional systems. However, conventional DMD…
math.OC2023
A Gradient-Based Optimization Method Using the Koopman Operator
Mengqi Hu, Bian Li, Yi-An Ma +2
In this paper, we propose a novel approach to solving optimization problems by reformulating the optimization problem into a dynamical system, followed by the adaptive spectral Koo…