ASCENSO, GUIDO
ASCENSO, GUIDO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
Analysis, characterization, prediction, and attribution of extreme atmospheric events with machine learning and deep learning techniques: a review
2024-01-01 Salcedo-Sanz, Sancho; Pérez-Aracil, Jorge; Ascenso, Guido; Del Ser, Javier; Casillas-Pérez, David; Kadow, Christopher; Fister, Dušan; Barriopedro, David; García-Herrera, Ricardo; Giuliani, Matteo; Castelletti, Andrea
Downscaling, bias correction, and spatial adjustment of extreme tropical cyclone rainfall in ERA5 using deep learning
2024-01-01 Ascenso, Guido; Ficchì, Andrea; Giuliani, Matteo; Scoccimarro, Enrico; Castelletti, Andrea
Improving the spatial accuracy of extreme tropical cyclone rainfall in ERA5 using deep learning
2023-01-01 Ascenso, G.; Ficchì, A.; Cavicchia, L.; Scoccimarro, E.; Giuliani, M.; Castelletti, A.
Machine-learning enhanced forecast of tropical cyclone rainfall for anticipatory humanitarian action
2023-01-01 Ficchi', Andrea; Ascenso, Guido; Giuliani, Matteo; Scoccimarro, Enrico; Magnusson, Linus; Emerton, Rebecca; Stephens, Elisabeth; Castelletti, Andrea
Optimisation-based refinement of genesis indices for tropical cyclones
2023-01-01 Ascenso, G.; Cavicchia, L.; Scoccimarro, E.; Castelletti, A.
Tropical cyclone genesis potential in CMIP6 climate models
2022-01-01 Cavicchia, L.; Ascenso, G.; Scoccimarro, E.; Castelletti, A.; Giuliani, M.; Gualdi, S.
Tropical Cyclone Genesis Potential Indices in a New High‐Resolution Climate Models Ensemble: Limitations and Way Forward
2023-01-01 Cavicchia, L.; Scoccimarro, E.; Ascenso, G.; Castelletti, A.; Giuliani, M.; Gualdi, S.
Using Genetic Algorithms to Optimise Genesis Potential Indices for Tropical Cyclone Genesis
2022-01-01 Ascenso, G.; Cavicchia, L.; Scoccimarro, E.; Castelletti, A.