Machine-learning construction of a model for a macroscopic fluid variable using the delay-coordinate of a scalar observable

Kengo Nakai, Yoshitaka Saiki

We construct a data-driven dynamical system model for a macroscopic variable the Reynolds number of a high-dimensionally chaotic fluid flow by training its scalar time-series data.…