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Huaqing Ma

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Open access Jul 2026

Tunnel Water Inflow Prediction Using CatBoost and Comparative Hyperparameter Optimization Strategies

Accurate prediction of tunnel water inflow in water-rich fault zones is important for groundwater control design and construction risk prevention. In this study, a per-linear-meter tunnel water inflow database containing 425 valid samples was established through orthogonal numerical simulations based on a three-dimensi...

Weibin Wu, Wenrui Guo, Wenrui Wang et al. · 1 citation

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