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Markov chain Monte Carlo (MCMC) simulation is applied for model updating of the coupled-slab system of a building structure based on field test data following the Bayesian theory. It is found that the identifiability of the model updating problem depends very much on the complexity of the class of models. By MCMC, the same algorithm can be used no matter the model updating problem is locally identifiable...
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