Research interests

I'm Max, a scientist passioniate about exploring machine learning for nonlinear dynamics and Earth System Sciences.
Currently, I am mainly working on making Earth system models differentiable and GPU-compatible to enable seamless integration with ML.

Checkout my two main projects at the moment:

• ☁️ SpeedyWeather.jl: A global, spectral atmospheric model with an everything flexible attitude
• 🌱 Terrarium.jl: Modelling land and ecosystems across temporal and spatial scales

If you want to learn something about ML for dynamical systems, checkout my lecture notes:
🤖 Modelling and machine learning for dynamical systems in Julia

To stay up to date follow me on GitHub. 

Additional Information

Postdoctoral Researcher at the Earth System Modelling Group of Prof. Boers. Guest Researcher at the Potsdam Institute for Climate Impact Research