The 1st Workshop on Applied Deep Learning (WeADL 2021) is jointly organised by the MLyRE research group on Machine Learning, Faculty of Mathematics and Computer Science, Babeș-Bolyai University together with the Romanian National Meteorological Administration and Meteorologisk Institutt Norway.

The workshop is taking place within the framework of the WeaMyL research project (RO-NO-2019-0133). WeaMyL project aims at enhancing the accuracy, performance and reliability of national nowcasting warning systems by the use of machine learning (ML) techniques applied on radar, satellite and weather stations’ observations. The focus will be on obtaining higher precision in predicting the occurrence and the areas affected by severe meteorological phenomena, as well as attaining lower decision times (compared to current, exclusively human decision times). The project’s main goal is to automate the nowcasting warning systems by creating a ML driven platform for early and accurate forecast of severe phenomena. Thus, it is aimed to be the backbone of a new framework for imminent severe weather detection adapted to current technological possibilities.


June 24thAdded presentation videos
June 10thAdded presentation slides
May 26thAdded Zoom connection details to Venue page
May 18thWeADL workshop website is online! Stay tuned for updates on invited talks!
May 10thAdded opening ceremony, session chairs and updated presentations