Deep learning driven prediction of dynamic stress-strain response in limestone: insights into transient mechanical behavior under complex loadings for shield tunneling
Baoping Zou, Kejian Xia, Jingyuan Ma, Xu Long
Topics & Concepts
Nonlinear systemShieldArtificial neural networkTransient (computer programming)Computer scienceSensitivity (control systems)Dynamic loadingCoupling (piping)MechanicsEnergy (signal processing)Deformation (meteorology)Dynamic pressureQuantum tunnellingStress (linguistics)DissipationExtreme learning machineDynamic load testingTransient responseMaterials scienceStructural engineeringStress waveCorrelation coefficientApproximation errorFinite element methodModulusAbsorption (acoustics)Performance predictionOverburden pressureGeologyTunnel boring machineCoefficient of restitutionSplit-Hopkinson pressure barComputer simulationSystem dynamicsAcousticsDeep learningControl theory (sociology)Elastic modulusWave propagationSimulationRock Mechanics and ModelingTunneling and Rock MechanicsGeotechnical Engineering and Analysis