A rapid prediction approach for the global deformation field of concrete-faced rockfill dams based on POD–MLP
Kai Chen, Haitao Guo, Xu Luo, Degao Zou, Shanlin Tian
Topics & Concepts
Latin hypercube samplingFinite element methodNonlinear systemDisplacement fieldCantileverDeformation (meteorology)ComputationComputer scienceStructural engineeringModalDisplacement (psychology)AlgorithmAdaptive samplingField (mathematics)Deflection (physics)Sampling (signal processing)Deformation monitoringBeam (structure)Digital image correlationEngineeringBenchmark (surveying)Artificial neural networkSurrogate modelInverse problemGeologyMathematical optimizationGeotechnical engineeringStiffnessNonlinear regressionModal analysisDam Engineering and SafetyGeotechnical Engineering and Soil MechanicsRock Mechanics and Modeling