An Improved Random Forest-Based Operation Duration Prediction of Long-Distance Tunnel Construction Considering Geological Uncertainty

Donghai Liu, Qianxin Dai, Xinlin Tang, Rui Zhang, Tingjie Lu, Junjie Chen

JOURNAL OF COMPUTING IN CIVIL ENGINEERING（2025）

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Key words

Tunnel construction,Operation duration prediction,Geological uncertainty,Random forest (RF),Whale optimization algorithm (WOA)

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