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Stress Resultant–Based Approach to Mass Assumption–Free Bayesian Model Updating of Frame Structures
Publisher: American Society of Civil Engineers
Abstract: Bayesian model updating facilitates the calibration of analytical models based on observations and the quantification of uncertainties in model parameters such as stiffness and mass. This process significantly enhances ...
Latent Space-Based Likelihood Estimation Using a Single Observation for Bayesian Updating of a Nonlinear Hysteretic Model
Publisher: American Society of Civil Engineers
Abstract: This study presents a novel approach to quantify uncertainties in Bayesian model updating, which is effective for sparse or single observations. Conventional uncertainty quantification methods are limited in situations ...