R. (Roberto) Bentivoglio
R. (Roberto) Bentivoglio
Contact
Profiel
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.
Expertise
Publicaties
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2023
Assessing the performances and transferability of graph neural network metamodels for water distribution systems
Bulat Kerimov / Roberto Bentivoglio / Alexander Garzón / Elvin Isufi / Franz Tscheikner-Gratl / David Bernhard Steffelbauer / Riccardo Taormina
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2023-3
Generalizing rapid flood predictions to unseen urban catchments with conditional generative adversarial networks
Cesar A.F. do Lago / Marcio H. Giacomoni / Roberto Bentivoglio / Riccardo Taormina / Marcus N. Gomes / Eduardo M. Mendiondo
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2023
Rapid spatio-temporal flood modelling via hydraulics-based graph neural networks
Roberto Bentivoglio / Elvin Isufi / Sebastiaan Nicolas Jonkman / Riccardo Taormina
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2022
Deep learning methods for flood mapping
A review of existing applications and future research directions
Roberto Bentivoglio / Elvin Isufi / Sebastiaan N. Jonkman / Riccardo Taormina -
2021
A one-way coupled hydrodynamic advection-diffusion model to simulate congested large wood transport
Elisabetta Persi / Gabriella Petaccia / Stefano Sibilla / Roberto Bentivoglio / Aronne Armanini
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Nevenwerkzaamheden
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2024-04-01 - 2025-11-01