Climate variability emerges from the interaction of nonlinear processes operating across a vast range of spatial and temporal scales. At its heart lies the theory of dynamical systems, which provides ...

Dynamical systems provide a mathematical framework for modelling how the state of a system evolves over time under deterministic rules. Bifurcation theory examines qualitative changes in these ...

NUS mathematicians have developed a new theoretical framework based on dynamical systems to understand when and how a deep neural network can learn arbitrary relationships. Despite achieving ...

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 ...