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Prediction of shield tunneling-induced ground settlement using LSTM architecture enhanced by multi-head self-attention mechanism

Minghui Yang, Ming Song, Yanwei Guo, Zhuoyang Lyv, Wei Chen, Guiqing Yao

2025Tunnelling and Underground Space Technology23 citationsDOI

Topics & Concepts

Quantum tunnellingSettlement (finance)ShieldMechanism (biology)Head (geology)ArchitectureComputer scienceArtificial intelligenceNanotechnologyPhysicsSimulationEngineeringGeotechnical engineeringMaterials scienceBiologyOptoelectronicsQuantum mechanicsHistoryPaleontologyArchaeologyPaymentWorld Wide WebGeotechnical Engineering and AnalysisTunneling and Rock MechanicsGeophysical Methods and Applications
Prediction of shield tunneling-induced ground settlement using LSTM architecture enhanced by multi-head self-attention mechanism | Litcius