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Improved predictive formulae for wave overtopping at sloped breakwaters using interpretable machine learning models.

Accurate prediction of mean wave overtopping discharge is essential for the safe and cost-effective design of coastal defence structures. While traditional empirical, physical, and numerical models remain important, Machine Learning (ML) has recently emerged as a powerful complementary tool. This st...

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Autores principales: M A Habib, S Abolfathi, J J O'Sullivan, M Salauddin
Formato: Artigo
Lenguaje:Inglês
Publicado: Public Library of Science (PLoS) 2025-01-01
Colección:PLoS ONE
Acceso en línea:https://doi.org/10.1371/journal.pone.0337830
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