Filtering by: Advanced Scientific Computing Division
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: https://doi.org/10.1145/3624062.3624283, web page
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: https://doi.org/10.1029/2023EA003106, web page
Smart Meters and Customer Consumption Behavior: An Exploratory Analysis Approach
Benali A.A.E.; Cafaro M.; Epicoco I., Pulimeno M.; Schioppa E.J.; Bonan J.; Bonan J., Tavoni M.
2023, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Volume 14218 LNCS, Pages 356 - 363, DOI: 10.1007/978-3-031-43401-3_23, web page
PyOphidia: A Python library for High Performance Data Analytics at scale
Elia D., Palazzo C., Fiore S., D'Anca A., Mariello A., Aloisio G.
2023, SoftwareX, Volume 24, 2023, 101538, ISSN 2352-7110, DOI: https://doi.org/10.1016/j.softx.2023.101538, web page
A Data Space for Climate Science in the European Open Science Cloud
Elia D., Antonio F., Fiore S., Nassisi P., Aloisio G.
2023, Computing in Science & Engineering, vol. 25, no. 1, pp. 7-15, Jan.-Feb. 2023, DOI: 10.1109/MCSE.2023.3274047 , web page
Very High Resolution Projections over Italy under different CMIP5 IPCC scenarios
Raffa M., Adinolfi M., Reder A., Marras G.F.Mancini M., Scipione G. Santini M., Mercogliano P.
2023, Scientific Data, DOI: https://doi.org/10.1038/s41597-023-02144-9, web page
A Global Multiscale SPEI Dataset under an Ensemble Approach
Santini M., Noce S., Mancini M., Caporaso L.
2023, Data, 8(2), 36, DOI: https://doi.org/10.3390/data8020036, web page
Monthly to seasonal rainfall erosivity over Italy: Current assessment by empirical model and future projections by EURO-CORDEX ensemble
Padulano R., Santini M., Mancini M., Stojiljkovic M., Rianna G.
2023, CATENA, Volume 223, April 2023, 106943, DOI: https://doi.org/10.1016/j.catena.2023.106943, web page
OFIDIA2: An Operational Platform for Fire Danger Prevention and Monitoring
Mirto M., Fiore S., Bacciu V., Sirca C., Costa Saura J. M. , Scardigno S., Nassisi P., Nuzzo A., D'Anca A., Aloisio A., Verri G., Coppini G., Caputo I.; Pirone L.;Valentini R., Spano D., Aloisio G.
2022, Environmental Sciences Proceedings, 2022, 17, 4., DOI: https://doi.org/10.3390/environsciproc2022017004, web page