Designing Ship Hull Forms Using Generative Adversarial Networks

Designing Ship Hull Forms Using Generative Adversarial Networks

We proposed a GAN-based method to generate a ship hull form. Unlike mathematical hull forms that require geometrical parameters to generate ship hull forms, the proposed method requires desirable ship performance parameters, i.e., the drag coefficient and tonnage. The objective of this study is to d...

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Bibliographic Details
Main Authors: Kazuo Yonekura, Kotaro Omori, Xinran Qi, Katsuyuki Suzuki
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:AI
Subjects:
machine learning
ship hull form
GAN
Online Access:https://www.mdpi.com/2673-2688/6/6/129
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