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Data-driven and physics-informed neural network for predicting tunnelling-induced ground deformation with sparse data of field measurement

Yingbin Liu, Shaoming Liao, Yaowen Yang, Bin Zhang

2024Tunnelling and Underground Space Technology44 citationsDOI

Topics & Concepts

Quantum tunnellingArtificial neural networkField (mathematics)Deformation (meteorology)Statistical physicsExperimental dataPhysicsData miningComputer scienceArtificial intelligenceMathematicsCondensed matter physicsStatisticsMeteorologyPure mathematicsGeotechnical Engineering and AnalysisGeotechnical Engineering and Underground StructuresDam Engineering and Safety
Data-driven and physics-informed neural network for predicting tunnelling-induced ground deformation with sparse data of field measurement | Litcius