Transitional markov chain monte carlo method for bayesian model updating

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ERA group team teaching seminars research publications journals books conferences reports software supplementary materials opportunities conferences directions. ERA group publications journals Luque J. Risk-based optimal inspection strategies for structural systems using dynamic Bayesian networks. Structural Safety,
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Journal articles (peer-reviewed)

iTMCMC - ERA Group

Erweiterte Suche. Springer Professional. Zurück zum Suchergebnis. Abstract In-situ test data, monitoring data and other site-specific information are a common basis for assessing geotechnical performance. These information enable one to learn probabilistic models of uncertain geotechnical properties and update the reliability estimate of geotechnical structures.

Improved Transitional MCMC for Bayesian Inference

Veröffentlichungen in wissenschaftlichen Zeitschriften mit review. Konferenzbeiträge mit Veröffentlichung. Fracture in porous media:
Erweiterte Suche. Springer Professional. Zurück zum Suchergebnis. Abstract We provide an overview of Bayesian model averaging BMA , starting with a summary of the mathematics associated with classical BMA, including the calculation of posterior model probabilities and the choice of priors for both the models and the model parameters. We also consider prediction-based approaches to BMA and argue that these are preferable to the classical approach.
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