AI-Driven Optimization of Breakwater Design: Predicting Wave Reflection and Structural Dimensions

AI-Driven Optimization of Breakwater Design: Predicting Wave Reflection and Structural Dimensions

Coastal defense structures play a crucial role in mitigating wave impacts; yet, existing breakwater designs often face challenges in balancing wave reflection, energy dissipation, and structural stability. This study leverages machine learning (ML) to predict the optimal 2D dimensions of rectangular...

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Bibliographic Details
Main Authors: Mohammed Loukili, Soufiane El Moumni, Kamila Kotrasova
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Fluids
Subjects:
machine learning (ML)
breakwater design
wave reflection
maritime engineering
coastal defense
Online Access:https://www.mdpi.com/2311-5521/10/2/34
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