weather prediction – Aircraft Operations Lab UC3M

Pre-tactical convection prediction for air traffic flow management using LSTM neural network

Written by Aniel Jardines as main author, our latest paper studies how machine learning can result on high-resolution weather predictions that spot early signs of thunderstorms, using data from Météo-France weather models and satellite observations. Abstract This paper aims to explore machine learning techniques for post-processing high-resolution Numerical Weather Prediction (NWP) products for the earlyContinue reading “Pre-tactical convection prediction for air traffic flow management using LSTM neural network”

Storm-ATS 2nd Progress Meeting

The Aircraft Operations Lab UC3M attended the second Progress Meeting of the Storm-ATS project on 22 November. This meeting brought together the teams from the two universities of Madrid (University Rey Juan Carlos and University Carlos III of Madrid) and Seville (University of Seville) to share the research progress of this national project, whose goalContinue reading “Storm-ATS 2nd Progress Meeting”

The MSCA postdoctoral fellowship project PERSEVERE begins

We are proud to share the news about the start of the PERSEVERE project, which is framed within the MSCA Postdoctoral Fellowships. Led by Dr. Alvaro Moreno Soto and advised by Prof. Manuel Soler and Prof. Stefano Discetti, PERSEVERE started on June 1st focusing on advancing severe weather prediction with an innovative research that combinesContinue reading “The MSCA postdoctoral fellowship project PERSEVERE begins”