Application of Machine Learning for Bulbous Bow Optimization Design and Ship Resistance Prediction

Application of Machine Learning for Bulbous Bow Optimization Design and Ship Resistance Prediction

Resistance is a key index of a ship’s hydrodynamic performance, and studying the design of the bulbous bow is an important method to reduce ship resistance. Based on the ship resistance sample data obtained from computational fluid dynamics (CFD) simulation, this study uses a machine learning method...

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Bibliographic Details
Main Authors: Yujie Shen, Shuxia Ye, Yongwei Zhang, Liang Qi, Qian Jiang, Liwen Cai, Bo Jiang
Format: Article
Language:English
Published: MDPI AG 2025-03-01
Series:Applied Sciences
Subjects:
bulbous bow design
CFD simulations
surrogate model
resistance prediction
Online Access:https://www.mdpi.com/2076-3417/15/6/2934
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