Research output per year
Research output per year
Personal profile
Research profile
Roberto is from Piacenza, in northern Italy, and did his Bsc in civil and environmental engineering at the University of Pavia (IT) and the Msc in civil engineering for mitigation of risk from natural hazards: this was a joint degree between the University of Pavia (IT) and University School for Advanced Studies, IUSS (IT).
Starting from November 2020 he is a PhD candidate at AIdroLab, working on modelling floods with geometric deep learning.
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Collaborations and top research areas from the last five years
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Assessing the performances and transferability of graph neural network metamodels for water distribution systems
Kerimov, B., Bentivoglio, R., Garzón, A., Isufi, E., Tscheikner-Gratl, F., Steffelbauer, D. B. & Taormina, R., 2023, In: Journal of Hydroinformatics. 25, 6, p. 2223-2234 12 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile36 Downloads (Pure) -
Generalizing rapid flood predictions to unseen urban catchments with conditional generative adversarial networks
do Lago, C. A. F., Giacomoni, M. H., Bentivoglio, R., Taormina, R., Gomes, M. N. & Mendiondo, E. M., Mar 2023, In: Journal of Hydrology. 618, 129276.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile11 Citations (Scopus)27 Downloads (Pure) -
Rapid spatio-temporal flood modelling via hydraulics-based graph neural networks
Bentivoglio, R., Isufi, E., Jonkman, S. N. & Taormina, R., 2023, In: Hydrology and Earth System Sciences. 27, 23, p. 4227–4246 20 p.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile33 Downloads (Pure) -
Deep learning methods for flood mapping: A review of existing applications and future research directions
Bentivoglio, R., Isufi, E., Jonkman, S. N. & Taormina, R., 2022, In: Hydrology and Earth System Sciences. 26, 16, p. 4345-4378 34 p.Research output: Contribution to journal › Review article › peer-review
Open AccessFile62 Citations (Scopus)18 Downloads (Pure) -
A one-way coupled hydrodynamic advection-diffusion model to simulate congested large wood transport
Persi, E., Petaccia, G., Sibilla, S., Bentivoglio, R. & Armanini, A., 2021, In: Hydrology. 8, 1, p. 1-20 20 p., 21.Research output: Contribution to journal › Article › Scientific › peer-review
Open AccessFile4 Citations (Scopus)37 Downloads (Pure)