The Aircraft Operations Lab UC3M participated in the ESA-ECMWF Workshop on Machine Learning for Earth System Observation and Prediction, held from 7-10 May 2024 in Frascati, Italy. Organized by the European Space Agency (ESA) and the European Centre for Medium-Range Weather Forecasts (ECMWF), the workshop was a pivotal forum for exploring the synergies between machine learning (ML), deep learning (DL), and Earth System Observation and Prediction (ESOP).
The SESAR-funded KAIROS project was showcased in this workshop by UC3M researcher Bûn-Kim San, who presented a poster on wind reconstruction and nowcasting from weather station observation using physics-informed artificial intelligence. It was an opportunity to highlight the transformative potential of ML methodologies in advancing the project’s understanding and improvement of weather prediction.
You can download the poster here: