On integrating prior knowledge into Gaussian processes for prognostic health monitoring
Simon Pfingstl, Markus Zimmermann
Topics & Concepts
CovarianceGaussian processKrigingCovariance functionGaussianBasis functionProbabilistic logicComputer scienceComputationAlgorithmBasis (linear algebra)Structural health monitoringMathematicsMathematical optimizationData miningMachine learningArtificial intelligenceStatisticsEngineeringStructural engineeringGeometryQuantum mechanicsPhysicsMathematical analysisFault Detection and Control SystemsScientific Measurement and Uncertainty EvaluationProbabilistic and Robust Engineering Design