Concepedia

Probabilistic damage identification incorporating approximate Bayesian computation with stochastic response surface

Sheng-En Fang, Shan Chen, Youqin Lin, Zhao-Liang Dong

Mechanical Systems and Signal Processing · 2019 · 29 citations · 22 references

Concepts

ComputingComputational EngineeringBayesian Data AnalysisStochastic ModelingUncertainty QuantificationApproximate Bayesian ComputationBayesian ComputationBayesian InferenceBayesian StatisticsDamage AssessmentDamage QuantificationDamage Assessment ModelsDamage IdentificationDamage State IdentificationProbabilistic Damage AssessmentResponse Surface ApproximationStochastic Damage ModelingStructural Damage Identification

References

22

Markov Chain Monte Carlo: Stochastic Simulation for Bayesian Inference

Robert L. Strawderman, Dani Gamerman · Journal of the American Statistical Association · 2000 · 2K citations

Computing, Biostatistics, Computer Science +17

Updating Models and Their Uncertainties. I: Bayesian Statistical Framework

James L. Beck, Lambros S. Katafygiotis · Journal of Engineering Mechanics · 1998 · 1.5K citations

Computing, Computational Engineering, Statistical Modeling +15

Approximate Bayesian computational methods

Jean‐Michel Marin, Pierre Pudlo, Christian P. Robert et al. · Statistics and Computing · 2011 · 829 citations · Full text

Computing, Computer Science, Bayesian Data Analysis +10

Bayesian Probabilistic Approach to Structural Health Monitoring

Michael W. Vanik, James L. Beck, Siu‐Kui Au · Journal of Engineering Mechanics · 2000 · 434 citations

Engineering, Civil Engineering, Structural Analysis +16

Uncertainty Analysis of Transport-Transformation Models

Sastry Isukapalli · Open MIND · 1999 · 334 citations

Computing, Systems Engineering, Stochastic Modeling +11