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Representation-Aware Generative Modeling for Early-Stage Ship Design

Early-stage ship design demands efficient exploration of diverse hull forms under tight geometric and performance constraints. Existing data-driven approaches often rely on a single geometric representation, limiting their ability to capture both global proportions and local shape detail. This paper...

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Wedi'i Gadw mewn:
Prif Awduron: Nay Min Htein, Panagiotis Louvros, Evangelos Stefanou, Nabile Hifi, Evangelos Boulougouris
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: MDPI AG 2026-03-01
Cyfres:Journal of Marine Science and Engineering
Pynciau:
ship hull design
generative modeling
diffusion models
multimodal learning
geometric representation
conceptual ship design
Mynediad Ar-lein:https://www.mdpi.com/2077-1312/14/7/642
Tagiau: Ychwanegu Tag
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