Loïc Le Gratiet

Publication Activity (10 Years)

Years Active: 2013-2022
Publications (10 Years): 5

Top Topics

Gaussian Process

Top Venues

SIAM/ASA J. Uncertain. Quantification

Qual. Reliab. Eng. Int.

Publications

Charles Demay, Bertrand Iooss, Loïc Le Gratiet, Amandine Marrel
Model selection based on validation criteria for Gaussian process regression: An application with highlights on the predictive variance. Qual. Reliab. Eng. Int. 38 (3) (2022)
Bertrand Iooss, Loïc Le Gratiet
Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes. Reliab. Eng. Syst. Saf. 187 (2019)
Thomas Browne, Bertrand Iooss, Loïc Le Gratiet, Jérôme Lonchampt, Emmanuel Remy
Stochastic Simulators Based Optimization by Gaussian Process Metamodels - Application to Maintenance Investments Planning Issues. Qual. Reliab. Eng. Int. 32 (6) (2016)
Loïc Le Gratiet, Josselin Garnier
Asymptotic analysis of the learning curve for Gaussian process regression. Mach. Learn. 98 (3) (2015)
Loïc Le Gratiet, Claire Cannamela
Cokriging-Based Sequential Design Strategies Using Fast Cross-Validation Techniques for Multi-Fidelity Computer Codes. Technometrics 57 (3) (2015)
Loïc Le Gratiet, Claire Cannamela, Bertrand Iooss
A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity) Computer Codes. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Loïc Le Gratiet
Bayesian Analysis of Hierarchical Multifidelity Codes. SIAM/ASA J. Uncertain. Quantification 1 (1) (2013)