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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Liang-Xu Shen

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Open access Aug 2026

Multi-Source Operational Feature-Driven Cutterhead Torque Prediction in Shield Tunnelling Using an IALA-Optimized Fuzzy Ensemble Deep RVFL Model

Cutterhead driving torque is the primary load indicator of earth-pressure-balance shield machines, yet its dependence on strongly coupled multi-source operating parameters limits the reliability of empirical formulations. This study proposes IALA-edRVFL-FIS-Reg, a fuzzy ensemble deep random vector functional link regre...

Tianxing Ma, Liang-Xu Shen, Hang Sun et al. · 0 citations

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