Numerical Weather Prediction (NWP) models and AI to predict extreme weather events
We use state-of-the-art NWP models in synergy with data-driven AI-based algorithms to obtain weather forecasts of extreme events with unprecedented accuracy
We use state-of-the-art NWP models in synergy with data-driven AI-based algorithms to obtain weather forecasts of extreme events with unprecedented accuracy
We use state-of-the-art NWP models to obtain HRES climate projections of atmospheric fields (e.g. precipitations and winds) by 2100
We use state-of-the-art NWPs in concert with data-driven AI-based algorithms to obtain accurate weather forecasts of green sources (wind, solar, waves)
We use state-of-the-art air-quality models in concert with data-driven AI-based algorithms to obtain calibrated prediction for pollutant concentrations
Understanding the Impact of a changing climate on coastal risks and vulnerability
Investigating the effects of mixing and dispersion processes in the ocean for environmental engineering challenges, from oil spills to microplastics
Investigating the Characteristics and Impacts of Extreme Wave Events, and Developing Strategies for the Design of Robust Coastal Structures
Coastal Morphodynamics and Evolution: Investigating the Dynamic
Interactions between the Ocean, Atmosphere, and Land in Coastal
Environments
Coastal environment monitoring, Citizen Science Project
Title | Year | Author | Venue |
---|---|---|---|
From hindcast to forecast: A statistical framework for real-time coastal circulation bulletins in the Gulf of Genoa | 2025 | Daliri Mohammad; DE LEO Francesco; LIRA LOARCA ANDREA MARGARITA; Scovenna Mattia; Stocchino Alessandro; Capello Marco; Cutroneo Laura; Besio Giovanni; DE LEO Francesco | APPLIED OCEAN RESEARCH |
A novel AI-assisted forecasting strategy reveals the energy imbalance sign for the day-ahead electricity market | 2024 | Carnevale Daniele; Cavaiola Mattia; Mazzino Andrea | ENERGY REPORTS |
Hybrid AI-enhanced lightning flash prediction in the medium-range forecast horizon | 2024 | Cavaiola Mattia; Cassola Federico; Sacchetti Davide; Ferrari Francesco; Mazzino Andrea | NATURE COMMUNICATIONS |
Accurate and efficient AI-assisted paradigm for adding granularity to ERA5 precipitation reanalysis | 2024 | Cavaiola M.; Tuju P. E.; Mazzino A. | SCIENTIFIC REPORTS |
Novel real-time data acquisition system of hydrodynamic signals obtained in laboratory | 2024 | CORRALES GONZÁLEZ MANUEL ALEJANDRO; Grosso Daniele; Besio Giovanni | CoastLab2024 Conference |
MeteOcean wave climate and extremes statistics in the Mediterranean Sea
MeteOcean 2D wave spectra statistics in the Mediterranean Sea
Wave System distribution in the Mediterranean Sea