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…