Below is an overview of research projects involving the use of machine learning at DMI:

Research projects

Name Aim Website Contact
ASIP (Copernicus) sea ice mapping in radar imagery https://ocean.dmi.dk/asip/ Tore Wulf
EUMETSAT fellowship extending assimilation of sattellite microwave observations over seaice Fabrizio Baordo
PRECISE emulation regional climate (surface mass-balance) over ice-sheets Ruth Mottram
RopeWalk digitise hand-written ship data-table observations Martin Stendel
ACCORD use of machine learning in Limited Area Model Numerical Weather Prediction Henrik Feddersen
Destination Earth WP2.4 On-Demand Extremes Digital Twin code adaptation to CPU and accelerators - use of ML techniques Peter Ukkonen, Tommaso Benacchio
Scientific Machine Learning for Flood Forecasting Systems (Industrial PhD) Combine Machine Learning with Scientific Computing to Improve Flood Forecasting Phillip Aarestrup