Emulation of 2D Hydrodynamic Flood Simulations at Catchment Scale Using ANN and SVR

Two-dimensional (2D) hydrodynamic models are one of the most widely used tools for flood modeling practices and risk estimation. The 2D models provide accurate results; however, they are computationally costly and therefore unsuitable for many real time applications and uncertainty analysis that req...

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Bibliographic Details
Main Authors: Saba Mirza Alipour, Joao Leal
Format: Article
Language:English
Published: MDPI AG 2021-10-01
Series:Water
Subjects:
Online Access:https://www.mdpi.com/2073-4441/13/20/2858