Best practices for AI-based image analysis applications in aquatic sciences: The iMagine case study
2025, Ecological Informatics, doi: 10.1016/j.ecoinf.2025.103306
Filtering by author: Accarino Gabriele
Transferring climate change physical knowledge
Immorlano F., Eyring V., le Monnier de Gouville T., Accarino G., Elia D., Mandt S., Aloisio G., Gentine P.
2025, Proceedings Of The National Academy Of Sciences, doi: 10.1073/pnas.2413503122
End-to-End Workflows for Climate Science: Integrating HPC Simulations, Big Data Processing, and Machine Learning
Elia D., Scardigno S., Ejarque J., D'Anca A., Accarino G., Scoccimarro E., Donno D., Peano D., Immorlano F., Aloisio G.
2023, Proceedings of the SC '23 Workshops of The International Conference on High Performance Computing, Network, Storage, and Analysis (SC-W '23), Association for Computing Machinery, New York, NY, USA, 2042–2052, doi: 10.1145/3624062.3624283
An ensemble machine learning approach for tropical cyclone localization and tracking from ERA5 reanalysis data
Accarino G., Donno D., Immorlano F., Elia D., Aloisio G.
2023, Earth and Space Science, Volume 10, Issue 11, doi: 10.1029/2023EA003106
An Artificial Neural Network-based approach for predicting the COVID-19 daily effective reproduction number Rt in Italy
Gatto A., Aloisi V., Accarino G., Immorlano F., Chiarelli M., Aloisio G.
2022, AI, Volume 3, Issue 1, 146-163, doi: 10.3390/ai3010009
The effect of known and unknown confounders on the relationship between air pollution and Covid-19 mortality in Italy: A sensitivity analysis of an ecological study based on the E-value
Aloisi V., Gatto A., Accarino G., Donato F., Aloisio G.
2022, Environmental Research, Volume 27, 2022, 112131, ISSN 0013-9351, doi: 10.1016/j.envres.2021.112131
MSG-GAN-SD: A Multi-Scale Gradients GAN for Statistical Downscaling of 2-Meter Temperature over the EURO-CORDEX Domain
Accarino G., Chiarelli M., Immorlano F., Aloisi V., Gatto A., Aloisio G.
2021, AI, 2(4), 600-620;, doi: 10.3390/ai2040036
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
Gatto A., Accarino G., Aloisi V., Donato F., Aloisio G.
2021, Informatics, 8(3), 57, doi: 10.3390/informatics8030057
A multi-model architecture based on Long-Short Term Memory neural networks for multi-step sea level forecasting
Accarino G., Chiarelli M., Fiore S., Federico I., Causio S., Coppini G., Aloisio G.
2021, Future Generation Computer Systems, Volume 124, November 2021, Pages 1-9, doi: 10.1016/j.future.2021.05.008
Assessing correlations between short-term exposure to atmospheric pollutants and COVID-19 spread in all Italian territorial areas
Accarino G., Lorenzetti S., Aloisio G.
2021, Environmental Pollution, Volume 268, Part A, 2021,115714, ISSN 0269-7491, doi: 10.1016/j.envpol.2020.115714