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Zhan-Sheng Liu

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#generative ai Review Sep 2026

A review of the development, training, and application scenarios of multimodal large models for construction engineering

To address fragmented research and the lack of integrated development frameworks for multimodal large models (MLMs) in construction engineering, this study employs a systematic literature review approach and proposes a structured framework focusing on the design and construction stages. This study examined l...

Zhan-Sheng Liu, Hao Zhou, Yun-Gui Li et al. · 0 citations

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