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ORCIDSerge Guillas
Person information
- affiliation: University College London, UK
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Journal Articles
- 2023
[j8]Deyu Ming
, Daniel B. Williamson, Serge Guillas:
Deep Gaussian Process Emulation using Stochastic Imputation. Technometrics 65(2): 150-161 (2023)- 2021
- [j7]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): 1615-1642 (2021) - 2017
- [j6]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): 787-812 (2017) - 2016
- [j5]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): 739-766 (2016) - [j4]Sophie Dabo-Niang, Serge Guillas, Camille Ternynck:
Efficiency in multivariate functional nonparametric models with autoregressive errors. J. Multivar. Anal. 147: 168-182 (2016) - 2010
- [j3]Sophie Dabo-Niang, Serge Guillas:
Functional semiparametric partially linear model with autoregressive errors. J. Multivar. Anal. 101(2): 307-315 (2010) - 2009
- [j2]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): 414-424 (2009) - 2005
- [j1]Belén Fernández de Castro, Serge Guillas, Wenceslao González-Manteiga:
Functional Samples and Bootstrap for Predicting Sulfur Dioxide Levels. Technometrics 47(2): 212-222 (2005)
Conference and Workshop Papers
- 2023
- [c1]Kaiyu Li, Daniel Giles, Toni Karvonen, Serge Guillas, François-Xavier Briol:
Multilevel Bayesian Quadrature. AISTATS 2023: 1845-1868
Informal and Other Publications
- 2024
- [i3]Daniel Giles, James Briant, Cyril Morcrette, Serge Guillas:
Embedding machine-learnt sub-grid variability improves climate model biases. CoRR abs/2406.09551 (2024) - 2021
- [i2]Deyu Ming, Daniel B. Williamson, Serge Guillas:
Deep Gaussian Process Emulation using Stochastic Imputation. CoRR abs/2107.01590 (2021) - 2020
- [i1]Daniel Giles, Eugene Kashdan, Dimitra M. Salmanidou, Serge Guillas, Frédéric Dias:
Performance analysis of Volna-OP2 - massively parallel code for tsunami modelling. CoRR abs/2002.04889 (2020)
Coauthor Index
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