Neural Ordinary Differential Equations for Learning and Extrapolating System Dynamics Across Bifurcations

Eva van Tegelen, George van Voorn, Ioannis Athanasiadis +1

Forecasting system behaviour near and across bifurcations is crucial for identifying potential shifts in dynamical systems. While machine learning has recently been used to learn c…