Publications in collaboration with researchers from Polytechnic University of Milan (4)

2025

  1. Artificial intelligence for modeling and understanding extreme weather and climate events

    Nature Communications , Vol. 16, Núm. 1

2024

  1. Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review

    Theoretical and Applied Climatology, Vol. 155, Núm. 1, pp. 1-44

  2. Autoencoder-based flow-analogue probabilistic reconstruction of heat waves from pressure fields

    Annals of the New York Academy of Sciences, Vol. 1541, Núm. 1, pp. 230-242

  3. Long-term temperature prediction with hybrid autoencoder algorithms

    Applied Computing and Geosciences, Vol. 23