Our team focuses on the dynamical structures underlying data-generating mechanisms, developing machine learning theories and algorithms for their prediction and control. At the same time, by ...

A research team has developed a novel method for estimating the predictability of complex dynamical systems. Their work, "Time-lagged recurrence: A data-driven method to estimate the predictability of ...

Nonlinear dynamical systems are systems that can undergo sudden shifts not due to changes in their state or stability, but in response to the rate at which external conditions or parameters change.