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A diffusion-based machine learning method for 3D architectural form-finding

Hao Zheng

建筑学研究前沿（英文版）2025，Vol.14Issue(6)：1473-1490,18.

建筑学研究前沿（英文版）2025，Vol.14Issue(6)：1473-1490,18.DOI:10.1016/j.foar.2024.12.002

A diffusion-based machine learning method for 3D architectural form-finding

Hao Zheng¹

作者信息

1. Architectural Intelligence Group,Department of Architecture and Civil Engineering,City University of Hong Kong,HKSAR,China
折叠

摘要

关键词

Architectural form finding/3D architectural model/Machine learning/Stable diffusion/Low-rank adaptation

Key words

Architectural form finding/3D architectural model/Machine learning/Stable diffusion/Low-rank adaptation

引用本文复制引用

Hao Zheng..A diffusion-based machine learning method for 3D architectural form-finding[J].建筑学研究前沿（英文版）,2025,14(6):1473-1490,18.

基金项目

This research was funded by the New Faculty Start-up Grant(Project No.9610653)from the City University of Hong Kong.We sincerely thank the editors and reviewers for their valuable comments and suggestions. （Project No.9610653）

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