Bayesian updating with two-step parallel Bayesian optimization and quadrature

DOI10.1016/J.CMA.2022.115735OpenAlexW4309079263MaRDI QIDQ2679499

Masaru Kitahara, Chao Dang, Michael A. Beer

Publication date: 20 January 2023

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

Full work available at URL: https://doi.org/10.1016/j.cma.2022.115735

zbMATH Keywords

Gaussian processparallel computingBayesian optimizationBayesian quadratureBayesian model updating

Mathematics Subject Classification ID

Statistics (62-XX) Numerical analysis (65-XX)

Related Items (1)

Bayesian structural identification using Gaussian process discrepancy models

Uses Software

• EGO
• AK-MCS

Cites Work

• Bayes-Hermite quadrature
• Efficient global optimization of expensive black-box functions
• Interval uncertainty propagation by a parallel Bayesian global optimization method
• Bayesian inversion using adaptive polynomial chaos kriging within subset simulation
• Bayesian updating with subset simulation using artificial neural networks
• Bayesian inference with subset simulation: strategies and improvements
• BUAK-AIS: efficient Bayesian updating with active learning kriging-based adaptive importance sampling
• Bayesian Calibration of Computer Models
• Neural-network-based realibility analysis: A comparative study

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