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Πλοήγηση ανά Θέμα "Bayesian frameworks"

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    • A Bayesian framework for calibration of multiaxial fatigue curves 

      Flores Terrazas V., Sedehi O., Papadimitriou C., Katafygiotis L.S. (2022)
      A Bayesian framework is proposed to re-formulate a multiaxial fatigue model and produce probabilistic stress-life fatigue curves from experimental data. The proposed framework identifies the experimentally-driven parameters ...

    • Two-Stage Hierarchical Bayesian Framework for Finite Element Model Updating 

      Jia X., Sedehi O., Papadimitriou C., Katafygiotis L., Moaveni B. (2020)
      A hierarchical Bayesian modeling (HBM) framework is presented for updating finite element (FE) models. A two stage approach is proposed for which in the first stage the modal data properties (modal frequencies, damping ...