Topology optimization with text-guided stylization

Zhong, Shengze; Punpongsanon, Parinya; Iwai, Daisuke et al.

Structural and Multidisciplinary Optimization, 2023, 66(12), 256

Number of Access:483（2025-07-27 02:54 Counts）

Identifier to cite or link to this item: https://hdl.handle.net/11094/93539

Link to primary information 

File Format Terms of use Size Views Date.Available Description information
StructMutltidiscipOpt_66_12_256 pdf None 5.71 MB 78 2024.02.01  
Creative Commons : Attribution

Item Information

Output File Export EndNote Basic Export Mendeley

Title
Topology optimization with text-guided stylization
Creator
CreatorName
Zhong, Shengze
NRID
1000090812222 1000090812222
CreatorName
Punpongsanon, Parinya
NRID
1000090504837 1000090504837
researchmap permalink
daisukeiwai daisukeiwai
Scopus Author ID
55931917600 55931917600
CreatorName
Iwai, Daisuke
NRID
1000090187188 1000090187188
researchmap permalink
read0076311 read0076311
Scopus Author ID
56192879500 56192879500
CreatorName
Sato, Kosuke
Subject
Neural field
Stylization
Text-guidance
Topology optimization
Description
The version of record of this article, first published in Structural and Multidisciplinary Optimization, is available online at Publisher’s website: https://doi.org/10.1007/s00158-023-03686-7.
Abstract
We propose an approach for the generation of topology-optimized structures with text-guided appearance stylization. This methodology aims to enrich the concurrent design of a structure’s physical functionality and aesthetic appearance. Users can effortlessly input descriptive text to govern the style of the structure. Our system employs a hash-encoded neural network as the implicit structure representation backbone, which serves as the foundation for the co-optimization of structural mechanical performance, style, and connectivity, to ensure full-color, high-quality 3D-printable solutions. We substantiate the effectiveness of our system through extensive comparisons, demonstrations, and a 3D-printing test.
Publisher
Springer Science and Business Media Deutschland GmbH
Source Title
Structural and Multidisciplinary Optimization
Volume (Issue)
66(12)
Page
256
Date of Issued
2023-12-12
Language
English
Handle URL
https://hdl.handle.net/11094/93539
PISSN
1615147X
eISSN
16151488
Relation.isIdenticalTo
DOI (Publisher Version)
https://doi.org/10.1007/s00158-023-03686-7
Access Rights
open access
CopyRight
This article is licensed under a Creative Commons Attribution 4.0 International License.
oaire:version
Version of Record
Category
学術雑誌論文 Journal Article