Modeling of wave run-up by applying integrated models of group method of data handling

Abstract Wave-induced inundation in coastal zones is a serious problem for residents. Accurate prediction of wave run-up height is a complex phenomenon in coastal engineering. In this study, several machine learning (ML) models are developed to simulate wave run-up height. The developed methods are...

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Bibliographic Details
Main Authors: Amin Mahdavi-Meymand, Mohammad Zounemat-Kermani, Wojciech Sulisz, Rodolfo Silva
Format: Article
Language:English
Published: Nature Portfolio 2022-05-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-022-12038-2