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MG-LDM: A multimodal guided latent diffusion model with Mamba-based temporal encoding for inverse topological design of tissue engineering skin substitutes

Kaicheng Yu, Wei Zhang, Lihua Lu, Zexue Lin, Ben Chen, Qiang Gao 0016, Guoyin Shang, Peng Zhang. MG-LDM: A multimodal guided latent diffusion model with Mamba-based temporal encoding for inverse topological design of tissue engineering skin substitutes. AI in Engineering, 71:104275, 2026. [doi]

Authors

Kaicheng Yu

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Wei Zhang

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Lihua Lu

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Zexue Lin

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Ben Chen

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Qiang Gao 0016

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Guoyin Shang

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Peng Zhang

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