scholarly journals Propriety of the reference posterior distribution in Gaussian process modeling

2021 ◽  
Vol 49 (4) ◽  
Author(s):  
Joseph Muré
Keyword(s):  
Gaussian Process ◽  
Process Modeling ◽  
Posterior Distribution ◽  
Gaussian Process Modeling

scholarly journals Cost-effective search for lower-error region in material parameter space using multifidelity Gaussian process modeling

2020 ◽  
Vol 4 (8) ◽  
Author(s):  
Shion Takeno ◽  
Yuhki Tsukada ◽  
Hitoshi Fukuoka ◽  
Toshiyuki Koyama ◽  
Motoki Shiga ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Parameter Space ◽  
Process Modeling ◽  
Material Parameter ◽  
Cost Effective ◽  
Lower Error ◽  
Gaussian Process Modeling

Multi-fidelity uncertainty propagation using polynomial chaos and Gaussian process modeling

2019 ◽  
Vol 60 (4) ◽  
pp. 1583-1604 ◽  
Author(s):  
Fenggang Wang ◽  
Fenfen Xiong ◽  
Shishi Chen ◽  
Jianmei Song
Keyword(s):  
Gaussian Process ◽  
Process Modeling ◽  
Polynomial Chaos ◽  
Uncertainty Propagation ◽  
Gaussian Process Modeling

Referenceless magnetic resonance temperature imaging using Gaussian process modeling

2017 ◽  
Vol 44 (7) ◽  
pp. 3545-3555 ◽  
Author(s):  
Joshua P. Yung ◽  
David Fuentes ◽  
Christopher J MacLellan ◽  
Florian Maier ◽  
Yannis Liapis ◽  
...  
Keyword(s):  
Magnetic Resonance ◽  
Gaussian Process ◽  
Process Modeling ◽  
Temperature Imaging ◽  
Magnetic Resonance Temperature Imaging ◽  
Gaussian Process Modeling
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