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Text semantics to controllable design: A residential layout generation method based on stable diffusion model

delete2025-07-08
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OA
AI
Z
Zijin Qiu
刘界鹏 (Jiepeng Liu)
Y
Yi Xia
齐宏拓 cover
齐宏拓 (Hongtuo Qi) *
刘鹏坤 (Pengkun Liu) *
DOI:10.1016/j.dibe.2025.100691delete
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Abstract

Abstract

En 中文
• Proposed a natural language representation for residential layout design rules. • Introduced a controllable multi-modal generation approach to residential layout design. • Proposed learning design rules by large model fine-tuning techniques. • Experimentally confirmed the controllable efficacy of natural language constraints.
Keywords:
Residential layout generation
Multimodal generative design
Natural language processing
Stable diffusion model
Knowledge graph
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Journal

Developments in the Built Environment cover
Developments in the Built Environment
IF:
8.2
Papers:
1.0K
Citations:
3.3K

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M
ministry of education
Scholars:
3.7K
Papers: 1.0K
Citations: 0