I am interested in understanding the intersection of machine learning, dynamical systems and randomness. This includes generative diffusion processes, how they relate to stochastic analysis, but also the use of machine learning for modeling real-world dynamical systems like weather and climate. I am also a developer on the WeatherGenerator project.