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Nonparametric functional calibration of computer models

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Publication:4639574
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DOI10.5705/SS.202015.0344zbMath1390.62044arXiv1602.06202OpenAlexW3103677477MaRDI QIDQ4639574

Sez Atamturktur, D. Andrew Brown

Publication date: 9 May 2018

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

Full work available at URL: https://arxiv.org/abs/1602.06202


zbMATH Keywords

Gaussian processBayesian statisticsidentifiabilitymodel validationuncertainty quantificationvisco-plastic self-consistent material


Mathematics Subject Classification ID

Gaussian processes (60G15) Design of statistical experiments (62K99) Nonparametric estimation (62G05) Bayesian inference (62F15)


Related Items (3)

Calibration of Inexact Computer Models with Heteroscedastic Errors ⋮ A Reproducing Kernel Hilbert Space Approach to Functional Calibration of Computer Models ⋮ Estimating functional parameters for understanding the impact of weather and government interventions on COVID-19 outbreak







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