3 citations · 3 across the 3 of their papers we have counts for
3 papers
Identifying Key Drivers of Heatwaves: A Novel Spatio-Temporal Framework for Extreme Event Detection
J. Pérez-Aracil, C. Peláez-Rodríguez, Ronan McAdam +17
Heatwaves (HWs) are extreme atmospheric events that produce significant societal and environmental impacts. Predicting these extreme events remains challenging, as their complex in…
AI for Extreme Event Modeling and Understanding: Methodologies and Challenges
Gustau Camps-Valls, Miguel-Ángel Fernández-Torres, Kai-Hendrik Cohrs +22
In recent years, artificial intelligence (AI) has deeply impacted various fields, including Earth system sciences. Here, AI improved weather forecasting, model emulation, parameter…
New Probabilistic-Dynamic Multi-Method Ensembles for Optimization based on the CRO-SL
Jorge Pérez-Aracil, Carlos Camacho-Gómez, Eugenio Lorente-Ramos +2
In this paper we propose new probabilistic and dynamic (adaptive) strategies to create multi-method ensembles based on the Coral Reefs Optimization with Substrate Layers (CRO-SL) a…