Search Results for author: Gabriele Accarino

Found 2 papers, 0 papers with code

Transferring climate change knowledge

no code implementations26 Sep 2023 Francesco Immorlano, Veronika Eyring, Thomas le Monnier de Gouville, Gabriele Accarino, Donatello Elia, Giovanni Aloisio, Pierre Gentine

Accurate and precise climate projections are required for climate adaptation and mitigation, but Earth system models still exhibit great uncertainties.

Transfer Learning

An Ensemble Machine Learning Approach for Tropical Cyclone Detection Using ERA5 Reanalysis Data

no code implementations7 Jun 2023 Gabriele Accarino, Davide Donno, Francesco Immorlano, Donatello Elia, Giovanni Aloisio

On top of this, the ensemble approach was able to further improve TC localization performance with respect to single model TC center estimates, demonstrating the good capabilities of the proposed approach.

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