GEOMAR Helmholtz Centre for Ocean Research Kiel
Wischhofstr. 1-3
D-24148 Kiel
Germany
Phone: +49-431 600-0
Fax: +49-431 600-2805
E-mail: info(at)geomar.de
November 9, 2020: Online Ocean Circulation and Climate Dynamics Colloquium
:Dr. Peter Düben, Earth System Modelling Section, Numerical Methods Group, European Centre for Medium-Range Weather Forecasts (ECMWF), Reading (UK): "Machine learning for numerical weather predictions”
online 11 am
Webex meeting room: Webex meeting room:https://geomar.webex.com/geomar/j.php?MTID=m38ab66d299f69be02a097b54140ec94e
Meeting number (access code): 174 730 4252
Meeting password: ZEc9K4SxNT7
The capability of machine learning to learn complex, non-linear behaviour from data offers many application areas across the numerical weather prediction workflow, including observation processing, data assimilation, the forecast model and the emulation of model components, as well as post-processing. This talk provides an overview on the activities at the European Centre for Medium-Range Weather Forecasts (ECMWF) to explore the potential of machine learning, and in particular deep learning, to improve weather predictions in the coming years.
