Articoli & papers Archives

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: https://doi.org/10.3390/ai3010009, web page

ASC - Advanced Scientific Computing Division

Salute.

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: https://doi.org/10.1016/j.envres.2021.112131, web page

ASC - Advanced Scientific Computing Division

Salute.

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: https://doi.org/10.3390/ai2040036, web page

ASC - Advanced Scientific Computing Division

Oceano.

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: https://doi.org/10.3390/informatics8030057, web page

ASC - Advanced Scientific Computing Division

Salute.

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: https://doi.org/10.1016/j.future.2021.05.008, web page

ASC - Advanced Scientific Computing Division, OPA - Ocean Predictions and Applications

Oceano.

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: https://doi.org/10.1016/j.envpol.2020.115714, web page

ASC - Advanced Scientific Computing Division