Articoli & papers Archives

Enabling dynamic and intelligent workflows for HPC, data analytics, and AI convergence

Ejarque J., Badia R.M., Albertin L., Aloisio G., Baglione E., Becerra Y., Boschert S., Berlin J. R., D'Anca A., Elia D., Exertier F., Fiore S., Flich J., Folch A., Gibbons S. J., Koldunov N., Lordan F., Lorito S., Løvholt F., Macias J., Marozzo F., Michelini A., Monterrubio-Velasco M., Pienkowska M., de la Puente J., Queralt A., Quintana-Orti E. S., Rodrıguez J. E., Romano F., Rossi R., Rybicki J., Kupczyk M., Selva J., Talia D., Tonini R., Trunfio P., Volpe M.
2022, Future Generation Computer Systems, Volume 134, pages 414-429, ISSN 0167-739X, doi: 10.1016/j.future.2022.04.014

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

A Climate Change Community Gateway for Data Usage & Data Archive Metrics across the Earth System Grid Federation

Fiore S., Nassisi P., Nuzzo A., Mirto M., Cinquini L., Williams D., Aloisio G.
2021, Proceedings of IWSG 2019 (11th International Workshop on Science Gateways),, 12-14 June 2019, Ljubljana, Slovenia., n.a.

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

VHR-REA_IT Dataset: Very High Resolution Dynamical Downscaling of ERA5 Reanalysis over Italy by COSMO-CLM

Raffa M., Reder A., Marras G.F., Mancini M., Scipione G., Santini M., Mercogliano P.
2021, Data, Volume 6, Issue 8, doi: 10.3390/data6080088

Towards HPC and Big Data Analytics Convergence: Design and Experimental Evaluation of a HPDA Framework for eScience at Scale

Elia D., Fiore S., Aloisio G.
2021, IEEE Access, vol. 9, pp. 73307-73326, doi: 10.1109/ACCESS.2021.3079139

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

Coordinating an operational data distribution network for CMIP6 data

Petrie R., Denvil S., Ames S., Levavasseur G., Fiore S., Allen C., Antonio F., Berger K., Bretonnière P.-A., Cinquini L., Dart E., Dwarakanath P., Druken K., Evans B., Franchistéguy L., Gardoll S., Gerbier E., Greenslade M., Hassell D., Iwi A., Juckes M., Kindermann S., Lacinski L., Mirto M., Nasser A. B., Nassisi P., Nienhouse E., Nikonov S., Nuzzo A., Richards C., Ridzwan S., Rixen M., Serradell K., Snow K., Stephens A., Stockhause M., Vahlenkamp H., Wagner R.
2021, Geoscientific Model Development, Volume 14, Issue 1, pp. 629–644, doi: 10.5194/gmd-14-629-2021, 2021

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