Cluster-based network modeling -- automated robust modeling of complex dynamical systems

Daniel Fernex, Bernd R. Noack, Richard Semaan

We propose a universal method for data-driven modeling of complex nonlinear dynamics from time-resolved snapshot data without prior knowledge. Complex nonlinear dynamics govern man…