Efficient Laplace prior-based sparse Bayesian learning for structural damage identification and uncertainty quantification
Dingxuan Xie, Zhong-Rong Lu, Gen Li, Jike Liu, Li Wang
Topics & Concepts
HyperparameterLaplace's methodLaplace transformBayesian probabilityUncertainty quantificationGaussianGaussian processIdentification (biology)Computer scienceBayesian inferencePrior probabilityLaplace distributionArtificial intelligenceMachine learningAlgorithmMathematicsPhysicsQuantum mechanicsBiologyBotanyMathematical analysisStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignInfrastructure Maintenance and Monitoring