Statistical prior modeling with radius-uniform distribution for a correlation hyperparameter in bayesian calibration-Reference-Cited by-同舟云学术

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Statistical prior modeling with radius-uniform distribution for a correlation hyperparameter in bayesian calibration

Published:2023-03-16 Issue:4 Volume:66 Page:
ISSN:1615-147X
Container-title:Structural and Multidisciplinary Optimization
language:en
Short-container-title:Struct Multidisc Optim

Author:

Jeong Sehui,Choi Hyunhee,Youn Byeng D.^ORCID,Son Hyejeong

Funder

Ministry of Science and ICT, Republic of Korea

Publisher

Springer Science and Business Media LLC

Subject

Control and Optimization,Computer Graphics and Computer-Aided Design,Computer Science Applications,Control and Systems Engineering,Software

Link

https://link.springer.com/content/pdf/10.1007/s00158-023-03520-0.pdf

Reference51 articles.

1. Bostanabad R, Liang B, Gao J, Liu WK, Cao J, Zeng D, Su X, Xu H, Li Y, Chen W (2018) Uncertainty quantification in multiscale simulation of woven fiber composites. Comput Methods Appl Mech Eng 338:506–532. https://doi.org/10.1016/j.cma.2018.04.024

2. Box GE, Tiao GC (2011) Bayesian inference in statistical analysis, vol 40. John Wiley & Sons

3. Brynjarsdóttir J, O’Hagan A (2014) Learning about physical parameters: the importance of model discrepancy. Inverse Probl. https://doi.org/10.1088/0266-5611/30/11/114007

4. Campbell K (2006) Statistical calibration of computer simulations. Reliab Eng Syst Saf 91:1358–1363. https://doi.org/10.1016/j.ress.2005.11.032

5. Chen ZX, Wang B (2018) How priors of initial hyperparameters affect Gaussian process regression models. Neurocomputing 275:1702–1710. https://doi.org/10.1016/j.neucom.2017.10.028

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