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  • 1-7 of  7 نتائج ل ""Roustant, Olivier""

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Collection : Mines De Saint-Etienne Subject : [stat.ap]statistics [stat]/applications [stat.ap] Subject : computer experiments فلترة بواسطة : مؤلف
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Group kernels for Gaussian process metamodels with categorical inputs

Subjects: Gaussian processes; Categorical data; Computer experiments

  • Source: https://hal.science/hal-01702607 ; 2019.

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Academic Journal

Universal Prediction Distribution for Surrogate Models

Subjects: Surrogate modeling; Bayesian optimization; Computer experiments

  • Source: ISSN: 2166-2525.

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Academic Journal

On the estimation of Pareto fronts from the point of view of copula theory

Subjects: Pareto front; Multi-objective optimization; copulas

  • Source: ISSN: 0020-0255 ; Information Sciences ; https://hal.science/hal-01097403 ; Information Sciences, 2015, 324, pp.270 - 285. ⟨10.1016/j.ins.2015.06.037⟩ ;

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Sequential designs for sensitivity analysis of functional inputs in computer experiments

Subjects: sensitivity analysis; functional input; sequential approach

  • Source: https://hal.science/hal-00943509 ; 2014.

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On ANOVA decompositions of kernels and Gaussian random field paths

Subjects: Sobol' decomposition; Sobol' indices; kriging

  • Source: https://hal.science/hal-01066503 ; 2014.

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The fanovaGraph Package: Visualization of Interaction Structures and Construction of Block-additive Kriging Models

Subjects: Sensitivity analysis; FANOVA decomposition; Sobol indices

  • Source: https://hal.science/hal-00795229 ; 2013.

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A RADAR-SHAPED STATISTIC FOR TESTING AND VISUALIZING UNIFORMITY PROPERTIES IN COMPUTER EXPERIMENTS

Subjects: Computer experiments; Space-Filling Designs; Dimension Reduction

  • Source: https://hal.science/hal-00256176 ; 2007.

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  • 1-7 of  7 نتائج ل ""Roustant, Olivier""