Development and application of a novel probabilistic back-analysis framework for geotechnical parameters in shield tunneling based on the surrogate model and Bayesian theory
Quansheng Liu, Yiming Lei, Xin Yin, Jinshan Lei, Yucong Pan, Lei Sun
Topics & Concepts
RandomnessProbabilistic logicSurrogate modelFinite element methodEngineeringBayesian inferenceDisplacement (psychology)Geotechnical engineeringBayesian probabilityStructural engineeringComputer scienceMathematicsMachine learningArtificial intelligenceStatisticsPsychologyPsychotherapistGeotechnical Engineering and AnalysisGeotechnical Engineering and Underground StructuresTunneling and Rock Mechanics