Predicting extreme events in a data-driven model of turbulent shear flow using an atlas of charts

Andrew J. Fox, C. Ricardo Constante-Amore, Michael D. Graham

Dynamical systems with extreme events are difficult to capture with data-driven modeling, due to the relative scarcity of data within extreme events compared to the typical dynamic…