Predicting Critical Transitions in Multiscale Dynamical Systems Using Reservoir Computing

Soon Hoe Lim, Ludovico Theo Giorgini, Woosok Moon +1

We study the problem of predicting rare critical transition events for a class of slow-fast nonlinear dynamical systems. The state of the system of interest is described by a slow…