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Ji-Kang Xia

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#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

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