J. C. Roustant: search on Z-Library

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1

Computer experiments with functional inputs and scalar outputs by a norm-based approach

Muehlenstaedt, Thomas, Fruth, Jana, Roustant, Olivier

Journal:

Statistics and Computing

Year:

2017

Language:

english

File:

PDF, 2.39 MB

english, 2017

2

Information Technologies capacity planning in manufacturing systems: Proposition for a modelling process and application in the semiconductor industry

Lutz, Michel, Boucher, Xavier, Roustant, Olivier

Journal:

Computers in Industry

Year:

2012

Language:

english

File:

PDF, 735 KB

english, 2012

3

Quantifying uncertainty on Pareto fronts with Gaussian process conditional simulations

Binois, M., Ginsbourger, D., Roustant, O.

Journal:

European Journal of Operational Research

Year:

2015

Language:

english

File:

PDF, 2.64 MB

english, 2015

4

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

5

Methods and applications for IT capacity decisions: Bringing management frameworks into practice

Lutz, M., Boucher, X., Roustant, O.

Journal:

Journal of Decision System

Year:

2013

Language:

english

File:

PDF, 380 KB

english, 2013

6

Support indices: Measuring the effect of input variables over their supports

Fruth, J., Roustant, O., Kuhnt, S.

Journal:

Reliability Engineering & System Safety

Year:

2018

Language:

english

File:

PDF, 3.90 MB

english, 2018

7

Polar Gaussian Processes and Experimental Designs in Circular Domains

Padonou, Esperan, Roustant, Olivier

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2016

Language:

english

File:

PDF, 1.53 MB

english, 2016

8

Calculations of Sobol indices for the Gaussian process metamodel

Amandine Marrel, Bertrand Iooss, Béatrice Laurent, Olivier Roustant

Journal:

Reliability Engineering & System Safety

Year:

2009

Language:

english

File:

PDF, 347 KB

english, 2009

9

Poincaré inequalities on intervals – application to sensitivity analysis

Roustant, Olivier, Barthe, Franck, Iooss, Bertrand

Journal:

Electronic Journal of Statistics

Year:

2017

File:

PDF, 716 KB

2017

10

IT CAPACITY FORECASTING: STATISTICAL MODELLING PROCESS AND APPLICATIONS FOR SEMICONDUCTOR INDUSTRY.

Lutz, M., Boucher, X., Roustant, O., Ambrosioni, X.

Journal:

IFAC Proceedings Volumes

Year:

2012

Language:

english

File:

PDF, 556 KB

english, 2012

11

Finite-Dimensional Gaussian Approximation with Linear Inequality Constraints

López-Lopera, Andrés F., Bachoc, François, Durrande, Nicolas, Roustant, Olivier

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2018

Language:

english

File:

PDF, 2.38 MB

english, 2018

12

Data-driven Kriging models based on FANOVA-decomposition

Thomas Muehlenstaedt, Olivier Roustant, Laurent Carraro, Sonja Kuhnt

Journal:

Statistics and Computing

Year:

2012

Language:

english

File:

PDF, 858 KB

english, 2012

13

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

14

The tail dependograph

Mercadier, Cécile, Roustant, Olivier

Journal:

Year:

2019

File:

PDF, 5.42 MB

2019

15

Correlations between relaxation time spectrum and melt spinning behavior of polypropylene. 1: Calculation of the relaxation spectrum as a log-normal distribution and influence of the molecular parameters

R. Fulchiron, A. Michel, V. Verney, J. C. Roustant

Journal:

Polymer Engineering & Science

Year:

1995

Language:

english

File:

PDF, 459 KB

english, 1995

16

Correlations between relaxation time spectrum and melt spinning behavior of polypropylene. II: Melt spinning simulation from relaxation time spectrum

R. Fulchiron, A. Michel, V. Verney, J. C. Roustant

Journal:

Polymer Engineering & Science

Year:

1995

Language:

english

File:

PDF, 788 KB

english, 1995

17

Gaussian Process-Based Dimension Reduction for Goal-Oriented Sequential Design

Salem, Malek Ben, Bachoc, FranÃ§ois, Roustant, Olivier, Gamboa, Fabrice, Tomaso, Lionel

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2019

File:

PDF, 1.48 MB

2019

18

ANOVA kernels and RKHS of zero mean functions for model-based sensitivity analysis

Durrande, N., Ginsbourger, D., Roustant, O., Carraro, L.

Journal:

Journal of Multivariate Analysis

Year:

2013

Language:

english

File:

PDF, 378 KB

english, 2013

19

The tail dependograph

Mercadier, Cécile, Roustant, Olivier

Journal:

Year:

2019

Language:

english

File:

PDF, 5.42 MB

english, 2019

20

Total interaction index: A variance-based sensitivity index for second-order interaction screening

Fruth, J., Roustant, O., Kuhnt, S.

Journal:

Journal of Statistical Planning and Inference

Year:

2014

Language:

english

File:

PDF, 378 KB

english, 2014

21

Group Kernels for Gaussian Process Metamodels with Categorical Inputs

Roustant, Olivier, Padonou, EspÃ©ran, Deville, Yves, ClÃ©ment, AloÃ¯s, Perrin, Guillaume, Giorla, Jean, Wynn, Henry

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2020

File:

PDF, 1.34 MB

2020

22

[IEEE 2015 26th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Saratoga Springs, NY, USA (2015.5.3-2015.5.6)] 2015 26th Annual SEMI Advanced Semiconductor Manufacturing Conference (ASMC) - Spatial risk assessment on circular domains: Application to wafer profile monitoring

Padonou, Esperan, Roustant, Olivier, Blue, Jakey, Duverneuil, Hugues

Year:

2015

Language:

english

File:

PDF, 312 KB

english, 2015

23

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

24

Protocole de coopération infirmière/médecin des consultations de médecine du voyage : bilan à un an

Roy, M., Roustant, F., Pinheiro, L., Bride, C., Crouchandeu, Y., Bouchaud, O., Aumaître, H.

Journal:

Médecine et Maladies Infectieuses

Year:

2017

Language:

french

File:

PDF, 172 KB

french, 2017

25

Sequential designs for sensitivity analysis of functional inputs in computer experiments

Fruth, J., Roustant, O., Kuhnt, S.

Journal:

Reliability Engineering & System Safety

Year:

2015

Language:

english

File:

PDF, 1.46 MB

english, 2015

26

Prevalence and factors associated with discordant intima-media thickness and arterial stiffness combined measurements in people living with HIV

Jean, Maxime, Saada, Matthieu, Collin, Fideline, Roustant, Frédérique, Aumaître, Hugues

Journal:

Infectious Diseases

Year:

2016

Language:

english

File:

PDF, 493 KB

english, 2016

27

Universal Prediction Distribution for Surrogate Models

Salem, Malek Ben, Roustant, Olivier, Gamboa, Fabrice, Tomaso, Lionel

Journal:

SIAM/ASA Journal on Uncertainty Quantification

Year:

2017

Language:

english

File:

PDF, 1.04 MB

english, 2017

28

Kriging as an alternative for a more precise analysis of output parameters in nuclear safety—Large break LOCA calculation

Olivier Roustant, Jérôme Joucla, Pierre Probst

Journal:

Applied Stochastic Models in Business and Industry

Year:

2010

Language:

english

File:

PDF, 442 KB

english, 2010

29

Robust Monitoring of an Industrial IT System in the Presence of Structural Change

Padonou, Esperan, Roustant, Olivier, Lutz, Michel

Journal:

Quality and Reliability Engineering International

Year:

2015

Language:

english

File:

PDF, 1.41 MB

english, 2015

30

Crossed-derivative based sensitivity measures for interaction screening

Roustant, O., Fruth, J., Iooss, B., Kuhnt, S.

Journal:

Mathematics and Computers in Simulation

Year:

2014

Language:

english

File:

PDF, 309 KB

english, 2014

31

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

Binois, Mickaël, Rullière, Didier, Roustant, Olivier

Journal:

Information Sciences

Year:

2015

Language:

english

File:

PDF, 1.22 MB

english, 2015

32

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

33

[ACM Press the 2006 ACM SIGMOD international conference - Chicago, IL, USA (2006.06.27-2006.06.29)] Proceedings of the 2006 ACM SIGMOD international conference on Management of data - SIGMOD '06 - Documentum ECI self-repairing wrappers

Chidlovskii, Boris, Roustant, Bruno, Brette, Marc

Year:

2006

Language:

english

File:

PDF, 285 KB

english, 2006

34

Cross-Validation Estimations of Hyper-Parameters of Gaussian Processes with Inequality Constraints

Maatouk, Hassan, Roustant, Olivier, Richet, Yann

Journal:

Procedia Environmental Sciences

Year:

2015

Language:

english

File:

PDF, 583 KB

english, 2015

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