Structural reliability analysis with parametric p-box uncertainties via a Bayesian updating BDRM

DOI10.1016/j.cma.2024.117377MaRDI QIDQ6641913

Ting Zhang, Long Li, Jun Xu, Quanfu Yu

Publication date: 21 November 2024

Published in: Computer Methods in Applied Mechanics and Engineering (Search for Journal in Brave)

zbMATH Keywords

krigingBayesian updatingbivariate dimension reduction methodepistemic uncertainty reliability analysisfractional exponential moments-based maximum entropy methodprobability-box

Mathematics Subject Classification ID

Finite element methods applied to problems in solid mechanics (74S05) Fracture and damage (74R99) Applications of statistics to physics (62P35)

Cites Work

• An efficient uncertainty propagation method for parameterized probability boxes
• Efficient global optimization of expensive black-box functions
• The design and analysis of computer experiments.
• Uncertainty propagation of p-boxes using sparse polynomial chaos expansions
• An efficient epistemic uncertainty analysis method using evidence theory
• Efficient reliability analysis with a CDA-based dimension-reduction model and polynomial chaos expansion
• Adaptive reliability analysis for rare events evaluation with global imprecise line sampling
• Adaptive kriging-based efficient reliability method for structural systems with multiple failure modes and mixed variables
• On the quantification and efficient propagation of imprecise probabilities with copula dependence
• A Wiener process model with truncated normal distribution for reliability analysis
• Bayesian updating with subset simulation using artificial neural networks
• Bayesian Calibration of Computer Models
• The intrinsic random functions and their applications
• A generalized dimension‐reduction method for multidimensional integration in stochastic mechanics
• On Estimating the Mean and Standard Deviation of Truncated Normal Distributions
• A robust method for reliability updating with equality information using sequential adaptive importance sampling
• Partially Bayesian active learning cubature for structural reliability analysis with extremely small failure probabilities

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