Serge Guillas

Identifiers

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Papers (6)

1. Deep Gaussian Process Emulation with gradient Information and Sequential Design for Simulators with Sharp Variations stat.CO · 2025 · author #3
2. Quantifying Uncertainties in the 2004 Sumatra-Andaman Earthquake Source Parameters by Stochastic Inversion physics.geo-ph · 2016 · author #5
3. Computer model calibration with large non-stationary spatial outputs: application to the calibration of a climate model stat.ME · 2016 · author #2
4. Dimension reduction for Gaussian process emulation: an application to the influence of bathymetry on tsunami heights stat.CO · 2016 · author #2
5. Efficient spatial modelling using the SPDE approach with bivariate splines stat.CO · 2015 · author #2
6. Sequential Design with Mutual Information for Computer Experiments (MICE): Emulation of a Tsunami Model stat.CO · 2014 · author #2

Mentions

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Frequent Coauthors

• Xiaoyu Liu 2 shared papers
• Debasish Roy 1 shared papers
• Devaraj Gopinathan 1 shared papers
• Deyu Ming 1 shared papers
• Frederic Dias 1 shared papers
• Joakim Beck 1 shared papers
• Kai-Lan Chang 1 shared papers
• Kusala Rajendran 1 shared papers
• Mamatha Venugopal 1 shared papers
• Ming-Jun Lai 1 shared papers
• Yiming Yang 1 shared papers