Hi! I'm a third-year PhD student at Helmholtz Munich, advised by Steffen Schneider.
My research explores how we can learn world models that capture the underlying dynamics of complex systems, particularly in scientific domains such as neuroscience. I develop self-supervised learning methods that recover meaningful and identifiable representations and dynamics from high-dimensional, nonlinear observations.
Long term, I want to bridge representation learning, dynamical systems and scientific discovery, so we can go from complex observations to models that help us understand, predict and control real-world systems.