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Wenjie Liao

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#generative ai Open access Jan 2027

A diffusion-based sequential generative workflow for AI-assisted architectural and structural design of detached houses

Traditional architectural and structural design workflows often require repetitive manual operations. Although recent artificial intelligence methods have advanced floor plan generation and structural design, most studies focus on isolated subtasks and simple residential datasets, limiting their applicability to detach...

Wen-Jun Zhuang, Wen-Jie Liao, Sizhong Qin et al. · 0 citations
Review Nov 2026

Advances and Applications of Computational Design Methods in Structural Design

Computational design has profoundly influenced structural design. However, its integration into the structural design workflow remains limited, leaving considerable room for further development. To facilitate a more systematic review of this topic, this paper proposes a novel three-category classification of computat...

Yongjun Kang, Guanjun Liu, Danbing Long et al. · 0 citations
#diffusion models Open access Dec 2026

Beam layout design in shear wall structures using a diffusion model guided by rule-based masks

Serving as critical load supports and transfer components in shear wall structures, beams require layout designs that balance mechanical rationality with architectural functionality constraints. Conventional design methods, which rely on engineers' expertise, are challenging to systematize and are inherently inefficien...

Wen-Jie Liao, Ji-Kang Xia, Yi Gu et al. · 1 citation
Jul 2026

StructureClaw: Traceable LLM Agents and an Executable Benchmark for Structural Engineering Workflows

This work presents StructureClaw, an artifact-centered workbench in which LLM agents operate through governed engineering skills, typed tools, shared artifact state, and local analysis backends, together with StructureClaw-Bench, an executable benchmark of 150 controlled scenarios spanning standard workflows, interacti...

Sizhong Qin, Yi Gu, Yao Jiang et al. · 0 citations

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