CAVAIOLA, MATTIA
CAVAIOLA, MATTIA
Istituto di Scienze Marine - ISMAR - Sede Secondaria Lerici
A novel AI-assisted forecasting strategy reveals the energy imbalance sign for the day-ahead electricity market
2024 Carnevale, Daniele; Cavaiola, Mattia; Mazzino, Andrea
Accurate and efficient AI-assisted paradigm for adding granularity to ERA5 precipitation reanalysis
2024 Cavaiola, Mattia; Tuju, Peter Enos; Mazzino, Andrea
Bridging scales with AI: unveiling local-scale precipitation from ERA5 and IMERG datasets
2024 Cavaiola, Mattia
Hybrid AI-enhanced lightning flash prediction in the medium-range forecast horizon
2024 Cavaiola, Mattia; Cassola, Federico; Sacchetti, Davide; Ferrari, Francesco; Mazzino, Andrea
Taxonomic Identification of European Seahorse H. Guttulatus and H. Hippocampus Based on Machine Learning Techniques
2024 Spoto, M.; Lagomarsino-Oneto, D.; Gristina, M.; Marini, S.; Pierri, C.; Rinaldi, A.; Cavaiola, M.
Ensemble Machine Learning greatly improves ERA5 skills for wind energy applications
2023 Cavaiola, Mattia; Tuju, Peter Enos; Ferrari, Francesco; Casciaro, Gabriele; Mazzino, Andrea
FlashNet: AI framework for lightning forecasts
2023 Cavaiola, Mattia
Calibrating the CAMS European multi-model air quality forecasts for regional air pollution monitoring
2022 Casciaro, Gabriele; Cavaiola, Mattia; Mazzino, Andrea
Novel strategies of Ensemble Model Output Statistics (EMOS) for calibrating wind speed/power forecasts
2022 Casciaro, Gabriele; Ferrari, Francesco; Cavaiola, Mattia; Mazzino, Andrea
Role of barriers in the airborne spread of virus-containing droplets: A study based on high-resolution direct numerical simulations
2022 Cavaiola, M.; Olivieri, S.; Guerrero, J.; Mazzino, A.; Rosti, M. E.
Swarm of slender pusher and puller swimmers at finite Reynolds numbers
2022 Cavaiola, M.
Transport and evaporation of virus-containing droplets exhaled by men and women in typical cough events
2022 Olivieri, Stefano; Cavaiola, Mattia; Mazzino, Andrea; Rosti, Marco E.
Self-propelled slender objects can measure flow signals net of self-motion
2021 Cavaiola, M.; Mazzino, A.
Turbulence role in the fate of virus-containing droplets in violent expiratory events
2021 Rosti, M. E.; Cavaiola, M.; Olivieri, S.; Seminara, A.; Mazzino, A.
Fluid dynamics of COVID-19 airborne infection suggests urgent data for a scientific design of social distancing
2020 Rosti, M. E.; Olivieri, S.; Cavaiola, M.; Seminara, A.; Mazzino, A.
The assembly of freely moving rigid fibres measures the flow velocity gradient tensor
2020 Cavaiola, Mattia; Olivieri, Stefano; Mazzino, Andrea