Serge Guillas

According to our database, Serge Guillas authored at least 10 papers between 2005 and 2023.

Collaborative distances:

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

2023

Deep Gaussian Process Emulation using Stochastic Imputation.

Deyu Ming, Daniel B. Williamson, Serge Guillas

Technometrics, April, 2023

Multilevel Bayesian Quadrature.

Kaiyu Li, Daniel Giles, Toni Karvonen, Serge Guillas, François-Xavier Briol

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2021

Linked Gaussian Process Emulation for Systems of Computer Models Using Matérn Kernels and Adaptive Design.

Deyu Ming, Serge Guillas

SIAM/ASA J. Uncertain. Quantification, 2021

2020

Performance analysis of Volna-OP2 - massively parallel code for tsunami modelling.

Daniel Giles, Eugene Kashdan, Dimitra M. Salmanidou, Serge Guillas, Frédéric Dias

CoRR, 2020

2017

Dimension Reduction for Gaussian Process Emulation: An Application to the Influence of Bathymetry on Tsunami Heights.

Xiaoyu Liu, Serge Guillas

SIAM/ASA J. Uncertain. Quantification, 2017

2016

Efficiency in multivariate functional nonparametric models with autoregressive errors.

Sophie Dabo-Niang, Serge Guillas, Camille Ternynck

J. Multivar. Anal., 2016

Sequential Design with Mutual Information for Computer Experiments (MICE): Emulation of a Tsunami Model.

Joakim Beck, Serge Guillas

SIAM/ASA J. Uncertain. Quantification, 2016

2010

Functional semiparametric partially linear model with autoregressive errors.

Sophie Dabo-Niang, Serge Guillas

J. Multivar. Anal., 2010

2009

Expert Knowledge and Multivariate Emulation: The Thermosphere-Ionosphere Electrodynamics General Circulation Model (TIE-GCM).

Jonathan Rougier, Serge Guillas, Astrid Maute, Arthur D. Richmond

Technometrics, 2009

2005

Functional Samples and Bootstrap for Predicting Sulfur Dioxide Levels.

Belén Fernández de Castro, Serge Guillas, Wenceslao González-Manteiga

Technometrics, 2005