Serge Guillas

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 9

Top Topics

Gaussian Process

Top Venues

SIAM/ASA J. Uncertain. Quantification

Publications

Daniel Giles, James Briant, Cyril Morcrette, Serge Guillas
Embedding machine-learnt sub-grid variability improves climate model biases. CoRR (2024)
Deyu Ming, Daniel B. Williamson, Serge Guillas
Deep Gaussian Process Emulation using Stochastic Imputation. Technometrics 65 (2) (2023)
Kaiyu Li, Daniel Giles, Toni Karvonen, Serge Guillas, François-Xavier Briol
Multilevel Bayesian Quadrature. AISTATS (2023)
Deyu Ming, Serge Guillas
Linked Gaussian Process Emulation for Systems of Computer Models Using Matérn Kernels and Adaptive Design. SIAM/ASA J. Uncertain. Quantification 9 (4) (2021)
Deyu Ming, Daniel Williamson, Serge Guillas
Deep Gaussian Process Emulation using Stochastic Imputation. CoRR (2021)
Daniel Giles, Eugene Kashdan, Dimitra M. Salmanidou, Serge Guillas, Frédéric Dias
Performance analysis of Volna-OP2 - massively parallel code for tsunami modelling. CoRR (2020)
Xiaoyu Liu, Serge Guillas
Dimension Reduction for Gaussian Process Emulation: An Application to the Influence of Bathymetry on Tsunami Heights. SIAM/ASA J. Uncertain. Quantification 5 (1) (2017)
Joakim Beck, Serge Guillas
Sequential Design with Mutual Information for Computer Experiments (MICE): Emulation of a Tsunami Model. SIAM/ASA J. Uncertain. Quantification 4 (1) (2016)
Sophie Dabo-Niang, Serge Guillas, Camille Ternynck
Efficiency in multivariate functional nonparametric models with autoregressive errors. J. Multivar. Anal. 147 (2016)
Sophie Dabo-Niang, Serge Guillas
Functional semiparametric partially linear model with autoregressive errors. J. Multivar. Anal. 101 (2) (2010)
Jonathan Rougier, Serge Guillas, Astrid Maute, Arthur D. Richmond
Expert Knowledge and Multivariate Emulation: The Thermosphere-Ionosphere Electrodynamics General Circulation Model (TIE-GCM). Technometrics 51 (4) (2009)
Belén Fernández de Castro, Serge Guillas, Wenceslao González-Manteiga
Functional Samples and Bootstrap for Predicting Sulfur Dioxide Levels. Technometrics 47 (2) (2005)