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Physics-informed deep learning method for predicting tunnelling-induced ground deformations

Zilong Zhang, Qiujing Pan, Zihan Yang, Xiaoli Yang

2023Acta Geotechnica121 citationsDOI

Topics & Concepts

Quantum tunnellingSolid mechanicsRobustness (evolution)Artificial neural networkDeep learningField (mathematics)Computer scienceArtificial intelligenceStatistical physicsMachine learningPhysicsMathematicsQuantum mechanicsThermodynamicsGenePure mathematicsChemistryBiochemistryGeotechnical Engineering and AnalysisDam Engineering and SafetyLandslides and related hazards
Physics-informed deep learning method for predicting tunnelling-induced ground deformations | Litcius