Hard-rock tunnel lithology prediction with TBM construction big data using a global-attention-mechanism-based LSTM network
Zaobao Liu, Long Li, Xingli Fang, Wenbiao Qi, Ji-Mei Shen, Hongyuan Zhou, Yulong Zhang
Topics & Concepts
LithologyComparabilityComputer scienceBig dataMode (computer interface)Artificial neural networkArtificial intelligenceData miningGeologyOperating systemCombinatoricsPaleontologyMathematicsTunneling and Rock MechanicsRock Mechanics and ModelingDrilling and Well Engineering