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”
A research group at Universidad Carlos III de Madrid conducting cutting-edge research for smart and sustainable aviation