A transformer-based surrogate modeling strategy for tunnel digital twin in full-field displacement prediction under adjacent tunnel construction
Xiangyu Chang, Hongyun Fan, Yuguang Fu, Chengjia Han, Hao Wang, Jianxiao Mao
Topics & Concepts
ExcavationShieldEngineeringStructural engineeringSettlement (finance)Tunnel constructionFinite element methodGeotechnical engineeringTunnel boring machineDeformation (meteorology)Displacement (psychology)Deformation monitoringPredictive modellingTransformerCivil engineeringConstruction site safetyDigital mappingPoint (geometry)Sensor fusionComputer scienceArtificial neural networkTunneling and Rock MechanicsGeotechnical Engineering and AnalysisBIM and Construction Integration