Litcius/Paper detail

Simulation and parameter identification of water inrush in tunnel construction using physics-informed neural networks

Qi Shen, Haiqiao Yang, Zhifang Zhou, Zhou Chen, Yanjie Zhang

2025Bulletin of Engineering Geology and the Environment13 citationsDOI

Topics & Concepts

Inrush currentNature ConservationIdentification (biology)Artificial neural networkCivil engineeringEngineeringComputer scienceStatistical physicsPhysicsArtificial intelligenceEcologyBiologyElectrical engineeringVoltageTransformerRock Mechanics and ModelingDrilling and Well EngineeringDam Engineering and Safety