Model-driven Machine Learning
   Home    Research    Publications    People    ML Seminar    Github    Wiki

Research Group

Our group is part of the Institute of Coastal Systems on the Hereon research campus near Hamburg. We are part of the Helmholtz AI initiative.

In our research we investigate the Earth system at the boundary between physics-based and machine learning approaches, to gain insights unavailable to either approach alone.

We also organize a biweekly seminar on machine learning at Hereon, aimed at the scientific communities of the Helmholtz Institutes and the Hamburg area.


We publish our code on github, and are committed to software sharing as a principle of open and reproducible science.

Open Positions

We have an opening for a Masters student interested in carrying out research for a thesis project–please write to David with a CV and statement of interest.

Candidates should have curiosity, persistence and a solid foundation in machine learning, math, physics, algorithms or the geosciences.