Source: Joint HUST-LIMOS online Workshop on Operations Research, AI and Networks (ORAIN 2023) ; https://hal.science/hal-04208916 ; Joint HUST-LIMOS online Workshop on Operations Research, AI and Networks

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Conference

LEARNING FUNCTIONS DEFINED OVER SETS OF VECTORS WITH KERNEL METHODS

Authors : Sow, Babacar; Le Riche, Rodolphe; Pelamatti, Julien ...

Subjects: Surrogate models; Gaussian process; Semi-definite positive kernelAthène; Greece

Source: 5 th ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering (UNCECOMP 2023)https://hal-emse.ccsd.cnrs.fr/emse-040432065 th ECCOMAS Thematic

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Academic Journal

Reappraisal of Upscaling Descriptors for Transient Two-Phase Flows in Fibrous Media

Authors : Geoffre, Aubin; Moulin, Nicolas; Bruchon, Julien ...

Subjects: Upscaling; Capillary pressure; Two-phase flow simulations

Source: ISSN: 0169-3913.

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Academic Journal

Combination of Optimization-free Kriging Models for High-Dimensional Problems

Authors : Appriou, Tanguy; Rullière, Didier; Gaudrie, David ...

Subjects: Kriging; Gaussian Process Regression; High Dimension

Source: ISSN: 0943-4062.

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Report

A Joint Kriging Model with Application to Constrained Classification

Authors : Rullière, Didier; Grossouvre, Marc;

Subjects: Multi-output Kriging; Cokriging; Constrained classification

Source: https://hal.science/hal-04208454 ; 2023.

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A Joint Kriging Model with Application to Constrained Classification

Authors : Rullière, Didier; Grossouvre, Marc;

Subjects: Multi-output Kriging; Cokriging; Constrained classification

Source: https://hal.science/hal-04208454 ; 2023.

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Report

Combination of High-Dimensional Kriging Sub-models

Authors : Appriou, Tanguy; Rullière, Didier; Gaudrie, David ...

Subjects: Kriging; Gaussian Process Regression; High Dimension

Source: https://hal.science/hal-03812073 ; 2022.

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Academic Journal

Bounding transverse permeability of fibrous media: a statistical study from random representative volume elements with consideration of fluid slip

Authors : Geoffre, Aubin; Ghestin, Maydine; Moulin, Nicolas ...

Subjects: Numerical permeability; Statistics; Fluid slip

Source: ISSN: 0301-9322 ; International Journal of Multiphase Flow ; https://hal-emse.ccsd.cnrs.fr/emse-03896733 ; International Journal of Multiphase Flow, 2021, 143, pp.103751.

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Bayesian and evolutionary optimization: searching from both sides

Authors : Le Riche, Rodolphe;

Subjects: Bayesian optimization; Evolutionary optimization; global optimizationHasso Plattner Institut; Potsdam; Germany

Source: https://hal.science/hal-04157952 ; École thématique. research seminar of the Hasso Plattner Institut, Hasso Plattner Institut, Potsdam, Germany. 2023 ; research seminar of the Hasso Plattner

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Academic Journal

Gaussian process emulators for computer experiments with inequality constraints ; Gaussian process emulators for computer experiments with inequality constraints: Gaussian process emulators with inequality constraints

Authors : Maatouk, Hassan; Bay, Xavier;

Subjects: design and modeling of computer experiments AMS subject classifications 60G15; Gaussian process emulator; uncertainty quantification

Source: ISSN: 1874-8961.

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