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Hierarchical adaptive experimental design for Gaussian process emulators · Study

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ArticleHierarchical adaptive experimental design for Gaussian process emulators

Daniel Busby2008

Article2008

Hierarchical adaptive experimental design for Gaussian process emulators

83 citations·0/0 files stored·Reliability Engineering & System Safety

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Optimal Experimental Design Methods Probabilistic and Robust Engineering Design Gaussian Processes and Bayesian Inference

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References

2000A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 1989Design and Analysis of Computer Experiments 1988Empirical Model Building and Response Surfaces 1979A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code 2003The Design and Analysis of Computer Experiments 1988Empirical Model-Building and Response Surfaces.1995Exploratory designs for computational experiments 2004Probabilistic Sensitivity Analysis of Complex Models: A Bayesian Approach

Cited by

2013An Adaptive Exploration-Exploitation Algorithm for Constructing Metamodels in Random Simulation Using a Novel Sequential Experimental Design 2017A Critical Appraisal of Design of Experiments for Uncertainty Quantification 2019A New Kriging-Based Learning Function for Reliability Analysis and Its Application to Fatigue Crack Reliability 2012Smoothing spline analysis of variance approach for global sensitivity analysis of computer codes

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2008Calculations of Sobol indices for the Gaussian process metamodelarticle · 8 shared references 2003Latin hypercube sampling and the propagation of uncertainty in analyses of complex systemsarticle · 6 shared references 2015A Review on Global Sensitivity Analysis Methodschapter · 6 shared references 2009Implementation and evaluation of nonparametric regression procedures for sensitivity analysis of computationally demanding modelsarticle · 6 shared references 2006A review on design, modeling and applications of computer experimentsarticle · 6 shared references 2015Metamodel-Based Sensitivity Analysis: Polynomial Chaos Expansions and Gaussian Processeschapter · 6 shared references

Details

Year2008

Typearticle

Published2008-07-19

VenueReliability Engineering & System Safety

ISSN-L0951-8320

Languageen

Citations83

Files0 public / 0

ShelfOptimal Experimental Design Methods

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doi10.1016/j.ress.2008.07.007

openalex_workW2054095248

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