Litcius/Paper detail

Dynamic prediction of surrounding rock grades in TBM tunnels based on physics–data dual-driven model

Kang Fu, Yiguo Xue, Daohong Qiu, Fanmeng Kong, Jianning Wang

2026Tunnelling and Underground Space Technology7 citationsDOI

Topics & Concepts

Computer scienceResidualEntropy (arrow of time)Identification (biology)Artificial neural networkOutlierEngineeringAlgorithmArtificial intelligenceData miningConvolutional neural networkFeature (linguistics)Quantum tunnellingGeotechnical engineeringSystem identificationJumpGeneralizationSample (material)Explosive materialPattern recognition (psychology)ExcavationSystem dynamicsFeature extractionRock mechanicsTunneling and Rock MechanicsRock Mechanics and ModelingGeotechnical Engineering and Analysis
Dynamic prediction of surrounding rock grades in TBM tunnels based on physics–data dual-driven model | Litcius