ASCENSO, GUIDO
ASCENSO, GUIDO
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
A systematic framework for data augmentation for tropical cyclone intensity estimation using deep learning
2024-01-01 Ascenso, Guido; Palcic, Giulio; Scoccimarro, Enrico; Castelletti, Andrea
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
Estimating Mediterranean Cyclone Activity via Explainable Machine Learning
2026-01-01 Ascenso, Guido; Proserpio, Luca; Cavicchia, Leone; Scoccimarro, Enrico; Giuliani, Matteo; 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 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.
XAI‐GPI: An Interpretable and Adaptive Machine Learning Genesis Index for Tropical Cyclones
2025-01-01 Dainelli, Filippo; Pérez‐aracil, Jorge; Ascenso, Guido; Scoccimarro, Enrico; Giuliani, Matteo; Sanz, Sancho Salcedo; Castelletti, Andrea