Bayesian Inverse Transient Analysis for Pipeline Condition Assessment: Parameter Estimation and Uncertainty Quantification
Chi Zhang, Martin F. Lambert, Jinzhe Gong, Aaron C. Zecchin, Angus R. Simpson, Mark Stephens
Topics & Concepts
Markov chain Monte CarloCalibrationPipeline (software)IdentifiabilityTransient (computer programming)Uncertainty quantificationUncertainty analysisComputer scienceMathematical optimizationBayesian probabilityMonte Carlo methodInverse problemEstimation theoryAlgorithmInverseStatisticsMathematicsSimulationMachine learningArtificial intelligenceGeometryProgramming languageMathematical analysisOperating systemWater Systems and OptimizationNon-Destructive Testing TechniquesGeotechnical Engineering and Underground Structures