Litcius/Paper detail

Physics-Informed Neural Network (PINN) model for predicting subgrade settlement induced by shield tunnelling beneath an existing railway subgrade

Guankai Wang, Shan Yao, Bettina Detmann, Weifan Lin

2024Transportation Geotechnics32 citationsDOI

Topics & Concepts

SubgradeSettlement (finance)ShieldGeotechnical engineeringQuantum tunnellingArtificial neural networkGeologyEngineeringCivil engineeringPhysicsComputer scienceWorld Wide WebPaymentOptoelectronicsPetrologyMachine learningGeotechnical Engineering and AnalysisDam Engineering and SafetyTunneling and Rock Mechanics