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1

A note on the choice and the estimation of Kriging models for the analysis of deterministic computer experiments

David Ginsbourger, Delphine Dupuy, Anca Badea, Laurent Carraro, Olivier Roustant

Journal:

Applied Stochastic Models in Business and Industry

Year:

2009

Language:

english

File:

PDF, 273 KB

english, 2009

2

KrigInv: An efficient and user-friendly implementation of batch-sequential inversion strategies based on kriging

Chevalier, Clément, Picheny, Victor, Ginsbourger, David

Journal:

Computational Statistics & Data Analysis

Year:

2014

Language:

english

File:

PDF, 1.27 MB

english, 2014

3

A Poisson regression approach to model monthly hail occurrence in Northern Switzerland using large-scale environmental variables

Madonna, Erica, Ginsbourger, David, Martius, Olivia

Journal:

Atmospheric Research

Year:

2018

Language:

english

File:

PDF, 3.61 MB

english, 2018

4

Discrete mixtures of kernels for Kriging-based optimization

David Ginsbourger, Céline Helbert, Laurent Carraro

Journal:

Quality and Reliability Engineering International

Year:

2008

Language:

english

File:

PDF, 315 KB

english, 2008

5

Sequential design of computer experiments for the estimation of a probability of failure

Julien Bect, David Ginsbourger, Ling Li, Victor Picheny, Emmanuel Vazquez

Journal:

Statistics and Computing

Year:

2012

Language:

english

File:

PDF, 1.12 MB

english, 2012

6

[American Institute of Aeronautics and Astronautics 49th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference 16th AIAA/ASME/AHS Adaptive Structures Conference 10t - Schaumburg, IL ()] 49th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference <br> 16th AIAA/ASME/AHS Adaptive Structures Conference<br> 10t - Separable Monte Carlo Simulation Applied to Laminated Composite Plates Reliability

Smarslok, Benjamin, Alexander, Dylan, Haftka, Raphael, Carraro, Laurent, Ginsbourger, David

Year:

2008

Language:

english

File:

PDF, 433 KB

english, 2008

7

[American Institute of Aeronautics and Astronautics 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - Palm Springs, California ()] 50th AIAA/ASME/ASCE/AHS/ASC Structures, Structural Dynamics, and Materials Conference - Gears Design with Shape Uncertainties Using Controlled Monte Carlo Simulations and Kriging

Le Riche, Rodolphe, Picheny, Victor, Meyer, Andre, Kim, Nam-Ho, Ginsbourger, David

Year:

2009

Language:

english

File:

PDF, 304 KB

english, 2009

8

Quantile-Based Optimization of Noisy Computer Experiments With Tunable Precision

Picheny, Victor, Ginsbourger, David, Richet, Yann, Caplin, Gregory

Journal:

Year:

2013

Language:

english

File:

PDF, 659 KB

english, 2013

9

Public Health and Poor Law.

Picheny, Victor, Ginsbourger, David

Journal:

Year:

1893

Language:

english

File:

PDF, 209 KB

english, 1893

10

Noisy kriging-based optimization methods: A unified implementation within the DiceOptim package

Picheny, Victor, Ginsbourger, David

Journal:

Computational Statistics & Data Analysis

Year:

2014

Language:

english

File:

PDF, 1.17 MB

english, 2014

11

Distance-based kriging relying on proxy simulations for inverse conditioning

Ginsbourger, David, Rosspopoff, Bastien, Pirot, Guillaume, Durrande, Nicolas, Renard, Philippe

Journal:

Advances in Water Resources

Year:

2013

Language:

english

File:

PDF, 4.83 MB

english, 2013

12

A Nonstationary Space-Time Gaussian Process Model for Partially Converged Simulations

Picheny, Victor, Ginsbourger, David

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2013

Language:

english

File:

PDF, 666 KB

english, 2013

13

Fast Parallel Kriging-Based Stepwise Uncertainty Reduction With Application to the Identification of an Excursion Set

Chevalier, Clément, Bect, Julien, Ginsbourger, David, Vazquez, Emmanuel, Picheny, Victor, Richet, Yann

Journal:

Year:

2014

Language:

english

File:

PDF, 661 KB

english, 2014

14

Bayesian Adaptive Reconstruction of Profile Optima and Optimizers

Ginsbourger, David, Baccou, Jean, Chevalier, Clément, Perales, Frédéric, Garland, Nicolas, Monerie, Yann

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2014

Language:

english

File:

PDF, 536 KB

english, 2014

15

Fast Update of Conditional Simulation Ensembles

Chevalier, Clément, Emery, Xavier, Ginsbourger, David

Journal:

Mathematical Geosciences

Year:

2015

Language:

english

File:

PDF, 1.56 MB

english, 2015

16

Editorial

Ginsbourger, David, Iooss, Bertrand, Pronzato, Luc

Journal:

Journal of Statistical Computation and Simulation

Year:

2015

Language:

english

File:

PDF, 58 KB

english, 2015

17

Rejoinder

Picheny, Victor, Ginsbourger, David, Richet, Yann, Caplin, Gregory

Journal:

Year:

2013

Language:

english

File:

PDF, 381 KB

english, 2013

18

Adaptive Designs of Experiments for Accurate Approximation of a Target Region

Picheny, Victor, Ginsbourger, David, Roustant, Olivier, Haftka, Raphael T., Kim, Nam-Ho

Journal:

Journal of Mechanical Design

Year:

2010

Language:

english

File:

PDF, 763 KB

english, 2010

19

Comment: Some Enhancements Over the Augmented Lagrangian Approach

Picheny, Victor, Ginsbourger, David, Krityakierne, Tipaluck

Journal:

Year:

2016

Language:

english

File:

PDF, 469 KB

english, 2016

20

Changes in the odds of extreme events in the Atlantic basin depending on the position of the extratropical jet

Mahlstein, Irina, Martius, Olivia, Chevalier, Clément, Ginsbourger, David

Journal:

Geophysical Research Letters

Year:

2012

Language:

english

File:

PDF, 856 KB

english, 2012

21

Improving accuracy of failure probability estimates with separable Monte Carlo

Smarslok, Benjamin P., Haftka, Raphael T., Carraro, Laurent, Ginsbourger, David

Journal:

International Journal of Reliability and Safety

Year:

2010

Language:

english

File:

PDF, 359 KB

english, 2010

22

On degeneracy and invariances of random fields paths with applications in Gaussian process modelling

Ginsbourger, David, Roustant, Olivier, Durrande, Nicolas

Journal:

Journal of Statistical Planning and Inference

Year:

2016

Language:

english

File:

PDF, 665 KB

english, 2016

23

Quantifying Uncertainties on Excursion Sets Under a Gaussian Random Field Prior

Azzimonti, Dario, Bect, Julien, Chevalier, Clément, Ginsbourger, David

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2016

Language:

english

File:

PDF, 844 KB

english, 2016

24

Estimating orthant probabilities of high dimensional Gaussian vectors with an application to set estimation

Azzimonti, Dario, Ginsbourger, David

Journal:

Journal of Computational and Graphical Statistics

Year:

2017

Language:

english

File:

PDF, 1.01 MB

english, 2017

25

On Uncertainty Quantification in Hydrogeology and Hydrogeophysics

Linde, Niklas, Ginsbourger, David, Irving, James, Nobile, Fabio, Doucet, Arnaud

Journal:

Advances in Water Resources

Year:

2017

Language:

english

File:

PDF, 4.14 MB

english, 2017

26

Warped Gaussian Processes and Derivative-Based Sequential Designs for Functions with Heterogeneous Variations

Marmin, Sébastien, Ginsbourger, David, Baccou, Jean, Liandrat, Jacques

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2018

Language:

english

File:

PDF, 2.16 MB

english, 2018

27

Profile extrema for visualizing and quantifying uncertainties on excursion regions. Application to coastal flooding

Azzimonti, Dario, Ginsbourger, David, Rohmer, Jérémy, Idier, Déborah

Journal:

Year:

2019

File:

PDF, 1.69 MB

2019

28

Profile extrema for visualizing and quantifying uncertainties on excursion regions. Application to coastal flooding

Azzimonti, Dario, Ginsbourger, David, Rohmer, Jérémy, Idier, Déborah

Journal:

Year:

2019

Language:

english

File:

PDF, 1.69 MB

english, 2019

29

On the choice of the low-dimensional domain for global optimization via random embeddings

Binois, Mickaël, Ginsbourger, David, Roustant, Olivier

Journal:

Journal of Global Optimization

Year:

2019

File:

PDF, 1.01 MB

2019

30

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Azzimonti, Dario, Ginsbourger, David, Chevalier, Clément, Bect, Julien, Richet, Yann

Journal:

Year:

2019

Language:

english

File:

PDF, 1.66 MB

english, 2019

31

Adaptive Design of Experiments for Conservative Estimation of Excursion Sets

Azzimonti, Dario, Ginsbourger, David, Chevalier, Clément, Bect, Julien, Richet, Yann

Journal:

Year:

2019

File:

PDF, 1.66 MB

2019

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