ShipGen: A Diffusion Model for Parametric Ship Hull Generation with Multiple Objectives and Constraints

Ship design is a years-long process that requires balancing complex design trade-offs to create a ship that is efficient and effective. Finding new ways to improve the ship design process could lead to significant cost savings in the time and effort required to design a ship, as well as cost savings...

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Bibliographic Details

Published in:	Journal of Marine Science and Engineering
Main Authors:	Noah J. Bagazinski, Faez Ahmed
Format:	Article
Language:	English
Published:	MDPI AG 2023-11-01
Subjects:	naval architecture generative artificial intelligence deep generative models denoising diffusion probabilistic model DDPM multi-objective design
Online Access:	https://www.mdpi.com/2077-1312/11/12/2215