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Journal of Simulation Volume 7, 2013 - Issue 4: Special Issue: Input and Output Analysis for Simulation
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Article

Experimental design for the validation of kriging metamodels in computer experiments

P ChallenorUniversity of Exeter and National Oceanography CentreExeterUKCorrespondence[email protected]
Pages 290-296 | Received 17 Sep 2012, Accepted 29 Jul 2013, Published online: 19 Dec 2017

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Wim De Mulder, Bernhard Rengs, Geert Molenberghs, Thomas Fent & Geert Verbeke. (2019) Extending Gaussian process emulation using cluster analysis and artificial neural networks to fit big training sets. Journal of Simulation 13:3, pages 195-208.
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A D MacCalman, H Vieira & T Lucas. (2017) Second-order nearly orthogonal Latin hypercubes for exploring stochastic simulations. Journal of Simulation 11:2, pages 137-150.
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Michael Dunne, Hossein Mohammadi, Peter Challenor, Rita Borgo, Thibaud Porphyre, Ian Vernon, Elif E. Firat, Cagatay Turkay, Thomas Torsney-Weir, Michael Goldstein, Richard Reeve, Hui Fang & Ben Swallow. (2022) Complex model calibration through emulation, a worked example for a stochastic epidemic model. Epidemics 39, pages 100574.
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Robin Tokmakian & Peter Challenor. (2017) Towards the validation of a traceable climate model hierarchies. Dynamics and Statistics of the Climate System 2:1.
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Jason Hilton & Jakub Bijak. 2017. Agent-Based Modelling in Population Studies. Agent-Based Modelling in Population Studies 211 235 .
Shiwei Lan, Tan Bui-Thanh, Mike Christie & Mark Girolami. (2016) Emulation of higher-order tensors in manifold Monte Carlo methods for Bayesian Inverse Problems. Journal of Computational Physics 308, pages 81-101.
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Jack P.C. KleijnenJack P. C. Kleijnen. 2015. Design and Analysis of Simulation Experiments. Design and Analysis of Simulation Experiments 179 239 .

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