The 2nd Workshop on Applied Deep Learning (WeADL 2022) 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 1st edition of WeADL was organised as an online event, with recorded video presentations freely available.

The workshop is taking place within the framework of the WeaMyL research project (RO-NO-2019-0133). WeaMyL aims to enhance the accuracy, performance and reliability of national nowcasting warning systems by the use of machine learning techniques applied on radar, satellite and weather station 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 machine learning 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.


Mar 28th, 2022Updated website in preparation of the 2nd edition of WeADL!
June 24th, 2021Added presentation videos
June 10th, 2021Added presentation slides
May 26th, 2021Added Zoom connection details to Venue page
May 18th, 2021WeADL workshop website is online! Stay tuned for updates on invited talks!
May 10th, 2021Added opening ceremony, session chairs and updated presentations