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Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior
14 references·3 citing·28 second hop
Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior (2016)Quantifying Uncertainties on Excursion Se…DiceKriging , DiceOptim : Two R Packages for the Analysis of Computer Experiments by Kriging-Based Metamodeling and Optimization (2012)DiceKriging , DiceOptim : Two…Reliability-based design optimization using kriging surrogates and subset simulation (2011)Reliability-based design opti…Convergence properties of the expected improvement algorithm with fixed mean and covariance functions (2010)Convergence properties of the…Using Statistical and Computer Models to Quantify Volcanic Hazards (2009)Using Statistical and Compute…Adaptive Design and Analysis of Supercomputer Experiments (2009)Adaptive Design and Analysis …Sequential Experiment Design for Contour Estimation From Complex Computer Codes (2008)Sequential Experiment Design …Finding Near-Optimal Bayesian Experimental Designs via Genetic Algorithms (2001)Finding Near-Optimal Bayesian…Interpolation of Spatial Data: Some Theory for Kriging (2000)Interpolation of Spatial Data…Geostatistics: Modeling Spatial Uncertainty (2000)Geostatistics: Modeling Spati…Interpolation of Spatial Data (1999)Interpolation of Spatial DataStatistics for Spatial Data. (1993)Statistics for Spatial Data.STATISTICS FOR SPATIAL DATA (1992)STATISTICS FOR SPATIAL DATADesign and Analysis of Computer Experiments (1989)Design and Analysis of Comput…Large Sample Properties of Simulations Using Latin Hypercube Sampling (1987)Large Sample Properties of Si…Quantification and propagation of Aleatoric uncertainties in topological structures (2023)Quantification and propagatio…Entropy-based adaptive design for contour finding and estimating reliability (2022)Entropy-based adaptive design…Sequential information gathering schemes for spatial risk and decision analysis applications (2017)Sequential information gather…Global Sensitivity Analysis. The Primer (2007)BayesOpt: A Bayesian Optimization Library for Nonlinear Optimization, Experimental Design and Bandits (2014)Simulation optimization: a review of algorithms and applications (2015)Adaptive approaches in metamodel-based reliability analysis: A review (2020)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (1979)A Comparison of Three Methods for Selecting Values of Input Variables in the Analysis of Output from a Computer Code (2000)System reliability analysis through active learning Kriging model with truncated candidate region (2017)Statistics for Spatial Data (1993)Estimation of small failure probabilities in high dimensions by subset simulation (2001)Aleatory or epistemic? Does it matter? (2008)A new surrogate modeling technique combining Kriging and polynomial chaos expansions – Application to uncertainty analysis in computational dosimetry (2015)An active-learning algorithm that combines sparse polynomial chaos expansions and bootstrap for structural reliability analysis (2018)Fractional Brownian Motions, Fractional Noises and Applications (1968)Recovery of Inter-Block Information when Block Sizes are Unequal (1971)Multivariable geostatistics in S: the gstat package (2004)Latin hypercube sampling and the propagation of uncertainty in analyses of complex systems (2003)Variance based sensitivity analysis of model output. Design and estimator for the total sensitivity index (2009)Taking the Human Out of the Loop: A Review of Bayesian Optimization (2015)Model-Based Geostatistics (1998)Spatial data analysis: theory and practice (2004)An Explicit Link between Gaussian Fields and Gaussian Markov Random Fields: The Stochastic Partial Differential Equation Approach (2011)Local Indicators of Spatial Association—LISA (1995)Methods to account for spatial autocorrelation in the analysis of species distributional data: a review (2007)Cross‐validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure (2016)Use of Kriging Models to Approximate Deterministic Computer Models (2005)Spatial Panel Econometrics (2008)A review of techniques for parameter sensitivity analysis of environmental models (1994)High-Order Collocation Methods for Differential Equations with Random Inputs (2005)
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References

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  • 1987Large Sample Properties of Simulations Using Latin Hypercube Sampling2,483 cited
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  • 2022Entropy-based adaptive design for contour finding and estimating reliability

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24 cited
  • 2017Sequential information gathering schemes for spatial risk and decision analysis applications12 cited
  • 2023Quantification and propagation of Aleatoric uncertainties in topological structures11 cited