Effective models and predictability of chaotic multiscale systems via machine learning

Francesco Borra, Angelo Vulpiani, Massimo Cencini

We scrutinize the use of machine learning, based on reservoir computing, to build data-driven effective models of multiscale chaotic systems. We show that, for a wide scale separat…