Data-driven methods for computation of optimal linear response in high-dimensional dynamical systems

Gary Froyland, Dimitrios Giannakis, Nicholas Peters

We develop a data-driven framework for estimating optimal linear response of nonlinear dynamical systems. Our approach is based on kernel-smoothed approximations of the transfer/Ko…