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Residual Gaussian process: A tractable nonparametric Bayesian emulator for multi-fidelity simulations

Xing, WW; Shah, AA; Wang, P; Zhe, S; Fu, Q; Kirby, RM

Shah, AA (corresponding author), Chongqing Univ, Sch Energy & Power Engn, 174 Shazhengjie, Chongqing 400044, Peoples R China.

APPLIED MATHEMATICAL MODELLING, 2021; 97 (): 36

Abstract

Challenges in multi-fidelity modelling relate to accuracy, uncertainty estimation and high dimensionality. A novel additive structure is introduced in......

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