Laplace approximation in sparse Bayesian learning for structural damage detection
Xiaoyou Wang, Rongrong Hou, Yong Xia, Xiaoqing Zhou
Topics & Concepts
Laplace's methodLaplace transformApplied mathematicsBayesian probabilityNonlinear systemGaussianAlgorithmBayesian inferenceProbability density functionMathematicsStructural health monitoringImportance samplingUncertainty quantificationMathematical optimizationComputer scienceMonte Carlo methodStatisticsEngineeringMathematical analysisStructural engineeringPhysicsQuantum mechanicsStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignInfrastructure Maintenance and Monitoring