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Physics-informed neural networks (PINNs) for dynamic pile-soil interaction problems

Juntao Wu, Weikai Zhao, Kuihua Wang, M. Hesham El Naggar

2026Computers and Geotechnics5 citationsDOI

Topics & Concepts

Artificial neural networkVibrationComputer sciencePileTransfer functionArtificial intelligenceDifferential (mechanical device)Space (punctuation)Partial differential equationControl engineeringRepresentation (politics)Mathematical optimizationControl theory (sociology)Transfer of learningAlgorithmDeep learningRecurrent neural networkDynamic equationEngineeringModel Reduction and Neural NetworksHydraulic and Pneumatic SystemsFluid Dynamics and Vibration Analysis
Physics-informed neural networks (PINNs) for dynamic pile-soil interaction problems | Litcius