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Hierarchical Bayesian Modeling for Calibration and Uncertainty Quantification of Constitutive Material Models: Application to a Uniaxial Steel Material Model

M. M. Kurumbhati, M. K. Ramancha, B. S. Aakash,J. P. Conte, K. H. Lotfizadeh

ENGINEERING STRUCTURES(2024)

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Key words
Hierarchical Bayesian inference,Material model calibration,Uncertainty quantification,Gibbs sampling,Aleatory and epistemic uncertainty,Cyclic stress-strain data,Giuffre<acute accent>-Menegotto-Pinto material model
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