Ensemble Neural Networks for the Development of Storm Surge Flood Modeling: A Comprehensive Review

Ensemble Neural Networks for the Development of Storm Surge Flood Modeling: A Comprehensive Review

This review paper focuses on the use of ensemble neural networks (ENN) in the development of storm surge flood models. Storm surges are a major concern in coastal regions, and accurate flood modeling is essential for effective disaster management. Neural network (NN) ensembles have shown great poten...

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Bibliographic Details
Main Authors: Saeid Khaksari Nezhad, Mohammad Barooni, Deniz Velioglu Sogut, Robert J. Weaver
Format: Article
Language:English
Published: MDPI AG 2023-11-01
Series:Journal of Marine Science and Engineering
Subjects:
deep learning
storm surge prediction
ensemble model
sea level rise
Online Access:https://www.mdpi.com/2077-1312/11/11/2154

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