Probabilistic model updating via variational Bayesian inference and adaptive Gaussian process modeling
Pinghe Ni, Jun Li, Hong Hao, Qiang Han, Xiuli Du
Topics & Concepts
Bayesian inferencePosterior probabilityGaussian processProbabilistic logicComputer scienceGaussianMixture modelStatistical modelAlgorithmUncertainty quantificationProbability distributionInferenceBayesian probabilityMathematical optimizationMathematicsArtificial intelligenceMachine learningStatisticsQuantum mechanicsPhysicsStructural Health Monitoring TechniquesProbabilistic and Robust Engineering DesignInfrastructure Maintenance and Monitoring