S. R. Jafari

Error Bounds for Finite-Dimensional Stochastic Koopman Approximations

Koopman operator theory provides a popular framework for lifting a nonlinear dynamical system to a linear system in a higher dimensional space using a dictionary of observable functions. When a finite-dimensional dictionary is selected, it is important to determine whether the corresponding observable subspace is invar...