Our latest research shows that Convolutional Neural Networks (CNN)-based architectures can be used to increase the prediction lead time of thunderstorms in the aviation field. These results are published in the journal paper titled “Thunderstorm prediction during pre-tactical air-traffic-flow management using convolutional neural networks”. A study written by Aniel Jardinesa, Hamidreza Eivazib, Elias Zeab, Javier García-Herasa,Continue reading “CNN-based architectures can be used to increase the prediction lead time of thunderstorms”
Tag Archives: aviation
Attending the 76th Annual Meeting of the APS Division of Fluid Dynamics
On November 19-21 we travelled to Washington DC to attend the 76th Annual Meeting of the APS DFD (American Physical Society’s Division of Fluid Dynamics). The Aircraft Operations Lab from Universidad Carlos III de Madrid was represented by Álvaro Moreno Soto, who presented an approach to weather prediction, leveraging Physics-Informed Neural Networks (PINNs). PERSEVERE ProjectContinue reading “Attending the 76th Annual Meeting of the APS Division of Fluid Dynamics”
Sustainable Skies Conference: Contrails in Focus
The Aircraft Operations Lab at Universidad Carlos III de Madrid, spearheading the E-CONTRAIL project, actively participated in the Sustainable Skies Conference: Contrails in Focus hosted by CANSO and EUROCONTROL on November 7-8, 2023, in Brussels. The main objective of the event was to bring together scientists, researchers, the aviation industry, policy makers and other stakeholdersContinue reading “Sustainable Skies Conference: Contrails in Focus”
European Mobility Week: ‘Artificial Intelligence for More Efficient Logistics’
The Carlos III University of Madrid (UC3M) in collaboration with the Asociación Empresarial Leganés Tecnológico organise the event “10 UC3M R&D&I Challenges to innovate together” in its fourth edition, as part of European Mobility Week. The event is aligned with working towards the Sustainable Development Goals to address the most relevant challenges in open innovation,Continue reading “European Mobility Week: ‘Artificial Intelligence for More Efficient Logistics’”
14th European Researchers’ Night
On September 29 and 30 the Carlos III University of Madrid organized once again the 14th edition of the European Researchers’ Night. A scientific outreach event aimed at audiences of all ages that takes place on the same weekend across Europe. Manuel Soler, from the Aircraft Operations Lab participated on Friday, September 29, from 11:15Continue reading “14th European Researchers’ Night”