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Intelligent prediction of TBM tunneling loads based on modal reconstruction and collaborative modeling

Kang Fu, Yiguo Xue, Daohong Qiu, Jingkai Qu, Huimin Gong

2026Automation in Construction6 citationsDOI

Topics & Concepts

ResidualComputer scienceArtificial intelligenceModalEntropy (arrow of time)Mean absolute percentage errorMachine learningIntelligent decision support systemExtreme learning machineArtificial neural networkBridging (networking)Mode (computer interface)Convolutional neural networkTorqueEngineeringMean squared errorBoosting (machine learning)Cross entropySupport vector machineSupervised learningIntelligent controlControl engineeringTunneling and Rock MechanicsGeotechnical Engineering and AnalysisGeotechnical Engineering and Underground Structures
Intelligent prediction of TBM tunneling loads based on modal reconstruction and collaborative modeling | Litcius