Muhammed Fadera

I am a Postdoctoral Research Fellow at the Global Systems Institute, working on predicting tipping points in climate systems by combining theory and machine learning, with a specific focus on the subpolar gyre. My research interests lie in the theory and applications of nonlinear dynamics, machine learning and nonautonomous dynamical systems.

Previously, I completed my PhD at the University of Exeter, where I worked on understanding the role of attractors and invariant sets in the decision-making process of Recurrent Neural Networks.