Data-driven state-space and Koopman operator models of coherent state dynamics on invariant manifolds

C. Ricardo Constante-Amores, Michael D. Graham

The accurate simulation of complex dynamics in fluid flows demands a substantial number of degrees of freedom, i.e. a high-dimensional state space. Nevertheless, the swift attenuat…