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Author

Binghua Zhou

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Open access Jul 2026

Deformation Prediction Model for Soft Rock Tunnels Based on NWOA-LSTM Model

Surrounding rock deformation in soft rock tunnels is controlled by complex nonlinear interactions among geological conditions, construction parameters, and support measures, making accurate prediction challenging. In this study, a project-scale deformation prediction dataset was constructed using field monitoring data...

Fan-Meng Kong, Bo Wang, Xin Li et al. · 0 citations

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