Prediction of in situ state parameter of sandy deposits from CPT measurements using optimized GMDH-type neural networks
Wei Duan, Surya Sarat Chandra Congress, Guojun Cai, Zening Zhao, Songyu Liu, Xiaoqiang Dong, Ruifeng Chen, Huanhuan Qiao
Topics & Concepts
LiquefactionGroup method of data handlingArtificial neural networkSolid mechanicsCone penetration testGeotechnical engineeringExperimental dataState variableEstimation theoryBiological systemComputer scienceMathematicsEngineeringAlgorithmMaterials scienceStatisticsArtificial intelligenceMachine learningBiologyPhysicsComposite materialThermodynamicsGeotechnical Engineering and Soil MechanicsGeotechnical Engineering and Underground StructuresGrouting, Rheology, and Soil Mechanics