Gaussian Process Modeling with Boundary Information

DOI10.5705/SS.202015.0249zbMath1390.62035OpenAlexW2593789309MaRDI QIDQ4639566

Matthias Hwai Yong Tan

Publication date: 9 May 2018

Published in: Statistica Sinica (Search for Journal in Brave)

Full work available at URL: https://semanticscholar.org/paper/8bb11ea5a709e5469cf8eda5e88acc8d938f5540

zbMATH Keywords

computer experimentsconstrained Gaussian process emulatorextrapolation in finite element simulations

Mathematics Subject Classification ID

Gaussian processes (60G15) Design of statistical experiments (62K99) Bayesian inference (62F15)

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Known Boundary Emulation of Complex Computer Models ⋮ On boundary conditions parametrized by analytic functions

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