Adaptive Sampling for Global Meta Modeling Using a Gaussian Process Variance Measure

2021 ◽  
Author(s):  
Johannes Westermann ◽  
Antonio Zea ◽  
Uwe D. Hanebeck
Keyword(s):  
Gaussian Process ◽  
Adaptive Sampling ◽  
Meta Modeling ◽  
Process Variance

scholarly journals Gaussian-Process-Driven Adaptive Sampling for Reduced-Order Modeling of Texture Effects in Polycrystalline Alpha-Ti

JOM ◽  
2019 ◽  
Vol 71 (8) ◽  
pp. 2646-2656 ◽  
Author(s):  
Aaron E. Tallman ◽  
Krzysztof S. Stopka ◽  
Laura P. Swiler ◽  
Yan Wang ◽  
Surya R. Kalidindi ◽  
...  
Keyword(s):  
Gaussian Process ◽  
Adaptive Sampling ◽  
Reduced Order Modeling ◽  
Reduced Order

Improved adaptive sampling method utilizing Gaussian process regression for prediction of spectral peak structures

2018 ◽  
Vol 11 (11) ◽  
pp. 112401 ◽  
Author(s):  
Yuki K. Wakabayashi ◽  
Takuma Otsuka ◽  
Yoshitaka Taniyasu ◽  
Hideki Yamamoto ◽  
Hiroshi Sawada
Keyword(s):  
Gaussian Process ◽  
Adaptive Sampling ◽  
Sampling Method ◽  
Gaussian Process Regression ◽  
Spectral Peak
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