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math.DS2023
Dimensionality reduction of networked systems with separable coupling-dynamics: theory and applications
Chengyi Tu, Ying Fan, Tianyu Shi
Complex dynamical systems are prevalent in various domains, but their analysis and prediction are hindered by their high dimensionality and nonlinearity. Dimensionality reduction t…
math.DS2023
Dimensionality Reduction in Stochastic Complex Dynamical Networks
Chengyi Tu, Jianhong Luo, Xuwei Pan
Complex systems are ubiquitous in nature and engineering, but their analysis and control are hampered by their high dimensionality and the influence of various factors on their dyn…