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Estimation of local scour around monopile foundations for offshore structures using machine learning models

Dawei Guan, Yu-xuan Xie, Yee‐Meng Chiew, Fan Ding, Tiago Fazeres-Ferradosa, Jian‐Hao Hong

2024Ocean Engineering35 citationsDOI

Topics & Concepts

Artificial neural networkSupport vector machineDimensionless quantitySubmarine pipelineFlow (mathematics)PileSensitivity (control systems)EngineeringFunction (biology)Geotechnical engineeringArtificial intelligenceComputer scienceMathematicsGeometryMechanicsPhysicsBiologyEvolutionary biologyElectronic engineeringHydrology and Sediment Transport ProcessesHydraulic flow and structuresHydrology and Drought Analysis