Rapid spatio-temporal flood modelling via hydraulics-based graph neural networks

<p>Numerical modelling is a reliable tool for flood simulations, but accurate solutions are computationally expensive. In recent years, researchers have explored data-driven methodologies based on neural networks to overcome this limitation. However, most models are only used for a specific ca...

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Bibliographic Details
Main Authors: R. Bentivoglio, E. Isufi, S. N. Jonkman, R. Taormina
Format: Article
Language:English
Published: Copernicus Publications 2023-11-01
Series:Hydrology and Earth System Sciences
Online Access:https://hess.copernicus.org/articles/27/4227/2023/hess-27-4227-2023.pdf