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Xinghao Liu

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#diffusion models Open access Oct 2026

Machine learning prediction of chloride convection-zone depth in marine tidal concrete with model explainability and experimental validation

Reliable prediction of chloride convection-zone depth is important for service-life assessment of tidal-zone concrete, but most data-driven chloride studies focus on surface concentration or diffusion-related indicators. This study proposes a data-driven prediction and explainability framework for chloride convection-z...

Hao Fu, Zaixian Chen, Xinghao Liu et al. · 0 citations

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