Loïc Le Gratiet

According to our database, Loïc Le Gratiet authored at least 7 papers between 2013 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Model selection based on validation criteria for Gaussian process regression: An application with highlights on the predictive variance.

Charles Demay, Bertrand Iooss, Loïc Le Gratiet, Amandine Marrel

Qual. Reliab. Eng. Int., 2022

2019

Uncertainty and sensitivity analysis of functional risk curves based on Gaussian processes.

Bertrand Iooss, Loïc Le Gratiet

Reliab. Eng. Syst. Saf., 2019

2016

Stochastic Simulators Based Optimization by Gaussian Process Metamodels - Application to Maintenance Investments Planning Issues.

Thomas Browne, Bertrand Iooss, Loïc Le Gratiet, Jérôme Lonchampt, Emmanuel Remy

Qual. Reliab. Eng. Int., 2016

2015

Cokriging-Based Sequential Design Strategies Using Fast Cross-Validation Techniques for Multi-Fidelity Computer Codes.

Loïc Le Gratiet, Claire Cannamela

Technometrics, 2015

Asymptotic analysis of the learning curve for Gaussian process regression.

Loïc Le Gratiet, Josselin Garnier

Mach. Learn., 2015

2014

A Bayesian Approach for Global Sensitivity Analysis of (Multifidelity) Computer Codes.

Loïc Le Gratiet, Claire Cannamela, Bertrand Iooss

SIAM/ASA J. Uncertain. Quantification, 2014

2013

Bayesian Analysis of Hierarchical Multifidelity Codes.

Loïc Le Gratiet

SIAM/ASA J. Uncertain. Quantification, 2013