Gabriele Accarino

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
OpFML: Pipeline for ML-based Operational Forecasting.
CoRR
Shahbaz Alvi, Giusy Fedele, Gabriele Accarino, Italo Epicoco, Ilenia Manco, Pasquale Schiano
2026 J jnl
interTwin: Advancing Scientific Digital Twins through AI, Federated Computing and Data.
Future Gener. Comput. Syst.
Andrea Manzi, Raul Bardaji, Ivan Rodero, Germán Moltó, Sandro Fiore, Isabel Campos Plasencia, Donatello Elia, Francesco Sarandrea, A. Paul Millar, Daniele Spiga, Matteo Bunino, Gabriele Accarino, Lorenzo Asprea, Samuel Bernardo, Miguel Caballer, Charis Chatzikyriakou, Diego Ciangottini, Michele Claus, Andrea Cristofori, Davide Donno, Emanuele Donno, Iacopo Ferrario, Massimiliano Fronza, Alexander W. Jacob, Javad Komijani, Marina Krstic Marinkovic, Federica Legger, Ivan Palomo, Estíbaliz Parcero, Rakesh Sarma, Gaurav Sinha Ray, Sara Vallero, Juraj Zvolensky
2025 J jnl
Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study.
Ecol. Informatics
Elnaz Azmi, Khadijeh Alibabaei, Valentin Kozlov, Tjerk Krijger, Gabriele Accarino, Sakina-Dorothée Ayata, Amanda Calatrava, Marco M. De Carlo, Decrop Wout, Donatello Elia, Sandro Fiore, Marco Francescangeli, Jean-Olivier Irisson, Rune Lagaisse, Martin Laviale, Antoine Lebeaud, Carolin Leluschko, Enoc Martínez, Germán Moltó, Igor Atake, Antonio Augusto Sepp Neves, Damian Smyth, Jesús Soriano-González, Muhammad Arabi Tayyab, Vanessa Tosello, Álvaro López García, Dick Schaap, Gergely Sipos
2025 J jnl
ByteStorm: a multi-step data-driven approach for Tropical Cyclones detection and tracking.
CoRR
Davide Donno, Donatello Elia, Gabriele Accarino, Marco M. De Carlo, Enrico Scoccimarro, Silvio Gualdi
2025 J jnl
Improving Oil Slick Trajectory Simulations with Bayesian Optimization.
CoRR
Gabriele Accarino, Marco M. De Carlo, Igor Atake, Donatello Elia, Anusha L. Dissanayake, Antonio Augusto Sepp Neves, Juan Peña Ibañez, Italo Epicoco, Paola Nassisi, Sandro Fiore, Giovanni Coppini
2025 J jnl
Improving oil slick trajectory simulations with Bayesian optimization.
Ecol. Informatics
Gabriele Accarino, Marco M. De Carlo, Igor Atake, Donatello Elia, Anusha L. Dissanayake, Antonio Augusto Sepp Neves, Juan Peña Ibañez, Italo Epicoco, Paola Nassisi, Sandro Fiore, Giovanni Coppini
2025 J jnl
MedFormer: a data-driven model for forecasting the Mediterranean Sea.
CoRR
Italo Epicoco, Davide Donno, Gabriele Accarino, Simone Norberti, Alessandro Grandi, Michele Giurato, Ronan McAdam, Donatello Elia, Emanuela Clementi, Paola Nassisi, Enrico Scoccimarro, Giovanni Coppini, Silvio Gualdi, Giovanni Aloisio, Simona Masina, Giulio Boccaletti, Antonio Navarra
2025 J jnl
WaveSim: A Wavelet-based Multi-scale Similarity Metric for Weather and Climate Fields.
CoRR
Gabriele Accarino, Viviana Acquaviva, Sara Shamekh, Duncan Watson-Parris, David Lawrence
2023 J jnl
An Ensemble Machine Learning Approach for Tropical Cyclone Detection Using ERA5 Reanalysis Data.
CoRR
Gabriele Accarino, Davide Donno, Francesco Immorlano, Donatello Elia, Giovanni Aloisio
2023 — conf
End-to-End Workflows for Climate Science: Integrating HPC Simulations, Big Data Processing, and Machine Learning.
SC Workshops
Donatello Elia, Sonia Scardigno, Jorge Ejarque, Alessandro D'Anca, Gabriele Accarino, Enrico Scoccimarro, Davide Donno, Daniele Peano, Francesco Immorlano, Giovanni Aloisio
2023 J jnl
Transferring climate change knowledge.
CoRR
Francesco Immorlano, Veronika Eyring, Thomas le Monnier de Gouville, Gabriele Accarino, Donatello Elia, Giovanni Aloisio, Pierre Gentine
2021 J jnl
A multi-model architecture based on Long Short-Term Memory neural networks for multi-step sea level forecasting.
Future Gener. Comput. Syst.
Gabriele Accarino, Marco Chiarelli, Sandro Fiore, Ivan Federico, Salvatore Causio, Giovanni Coppini, Giovanni Aloisio
2021 J jnl
Limits of Compartmental Models and New Opportunities for Machine Learning: A Case Study to Forecast the Second Wave of COVID-19 Hospitalizations in Lombardy, Italy.
Informatics
Andrea Gatto, Gabriele Accarino, Valeria Aloisi, Francesco Immorlano, Francesco Donato, Giovanni Aloisio