• Iván Martínez, Aniel Jardines, Manuel Soler, Alejandro Cervantes, Javier García-Heras. Predicting Air Traffic Flow Management Regulations due to Weather using Convolutional Neural Networks. Engineering Applications of Artificial Intelligence. Volume 133, Part A, 2024, 108014, ISSN 0952-1976, https://doi.org/10.1016/j.engappai.2024.108014.
  • Nunez-Portillo, J., Franco, A., Valenzuela, A. (2025). Modeling 
    Probabilistic Safety Margins in Convective Weather Avoidance Within European Airspace
    . Aerospace: 12(4), 267. 
    https://doi.org/10.3390/aerospace12040267
  • Á. Moreno Soto, A. Cervantes and M. Soler, Physics-informed neural networks for high-resolution weather reconstruction from sparse weather stations, Open Res. Europe 4, 99, 1-16 (2024). DOI: 10.12688/openreseurope.17388.1
  • Aniel Jardines, Manuel Soler, Javier García-Heras, Laure Raynaud, Matteo Ponzano. Pre-tactical Convection Prediction for Air Traffic Flow Management using LSTM Neural Network. Meteorological Applications. Vol. 31, Issue 3, 2024 DOI: 10.1002/met.2215.
  • De la Mota J., Cerezo-Magaña M., Olivares A. and Staffetti E. (2023). Data-Driven Probabilistic Methodology for Aircraft Conflict Detection Under Wind Uncertainty, IEEE Transactions on Aerospace and Electronic Systems (Early Access). Available at: https://ieeexplore.ieee.org/document/10057055
  • Marinescu M., Olivares A., Staffetti E. and J. Sun (2023). Polynomial Chaos Expansion-Based Enhanced Gaussian Process Regression for Wind Velocity Field Estimation from Aircraft-Derived Data, Mathematics: 11(4), 1018. https://www.mdpi.com/2227-7390/11/4/1018
  • Marinescu M., Olivares A., Staffetti E. and J. Sun (2022). Wind Velocity Field Estimation from Aircraft Derived Data using Gaussian Process Regression, PLoS ONE: 17(10), e027618. https://doi.org/10.1371/journal.pone.0276185
  • Jardines, A., Eivazi, H., Zea, E., Simarro, J., García-Heras, J., Otero, E., Soler, M., and Vinuesa, R.. Thunderstorm Prediction During Pre-Tactical Air-Traffic-Flow Management Using Convolutional Neural NetworksExpert Systems with Applications. Under review available at SSRN: http://dx.doi.org/10.2139/ssrn.4236016