The article discusses the growing impact of artificial intelligence (AI), focusing on one application: weather reconstruction. AI, particularly neural networks, is used to improve the accuracy and availability of weather data, which has broad implications, such as reducing airport delays and related costs. Traditional weather stations only provide data from limited locations, so AI helpsContinue reading “Physics-informed neural networks for high-resolution weather reconstruction from sparse weather stations”
Tag Archives: weather
Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks
A new journal paper on the research line of weather prediction and artificial intelligence has been published in the Aircraft Operations Lab. Authored by Iván Martínez as main writer, the paper “Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks” addresses the pressing issue of understanding how convective weather impacts airContinue reading “Predicting Air Traffic Flow Management hotspots due to weather using Convolutional Neural Networks”
KAIROS launch video raises awareness about the project
We are thrilled to share the outreach success of the KAIROS teaser video! The video created by our communication and dissemination team at the Aircraft Operations Lab showcasing the project’s aim has become a powerful tool for raising awareness about the KAIROS project, gaining more than 700 views on social media in just three weeksContinue reading “KAIROS launch video raises awareness about the project”
New article: “Fast 4D flight planning under uncertainty through parallel stochastic path simulation”
In this publication, the Aircraft Operations Lab UC3M presents a novel flight planning methodology to generate weather-optimal 4D flight plans under uncertain conditions. The authors of the article are Daniel González-Arribas, Fateme Baneshi, Eduardo Andrés, Manuel Soler, Aniel Jardines and Javier García-Heras. ABSTRACT The Air Traffic Management system is evolving to deal with efficiency, capacity,Continue reading “New article: “Fast 4D flight planning under uncertainty through parallel stochastic path simulation””