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
AI-enhanced seasonal predictions of Mediterranean cyclones
2025-01-01 Cavicchia, L.; Ascenso, G.; Proserpio, L.; Scoccimarro, E.; Gualdi, S.; Giuliani, M.; Castelletti, A.
Albatross: A Scalable Climate Service for Seasonal Precipitation and Inflow Forecasting
2025-01-01 Palcic, Giulio; Giuliani, Matteo; Ascenso, Guido; Ehbrecht, Carsten; Hempelmann, Nils; 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
Bridging global teleconnections and local data for subseasonal to seasonal forecasting of Lake Como inflows
2025-01-01 Palcic, Giulio; Ascenso, Guido; Giuliani, Matteo; Castelletti, Andrea
Bridging Global Teleconnections and Local Data for Subseasonal-to-Seasonal Forecasting of Lake Como Inflows
2025-01-01 Palcic, Giulio; Ascenso, Guido; Giuliani, Matteo; Castelletti, Andrea
Data Bottlenecks and Algorithmic Lag in AI for Droughts: A Review of 20-Years Worth of Trends
2025-01-01 Ascenso, Guido; Giuliani, Matteo; Pérez-Aracil, Jorge; Salcedo-Sanz, Sancho; Bertini, Claudi; Camps-Valls, Gustau; Bonetti, Paolo; Linscheid, Nora; Merlo, Martina; Fernández-Torres, Miguel-Ángel; Palcic, Giulio; Ficchì, Andrea; Reichstein, Markus; Toreti, Andrea; Castelletti, Andrea; Restelli, Marcello; Walt, Eliot
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
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.
Who causes whom? A spatially distributed causal analysis of the relationship between Arctic sea ice and teleconnection indices
2025-01-01 Ascenso, Guido; Sangiorgio, Matteo; Baxter, Ian; Castelletti, Andrea
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