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Publications by David Ginsbourger

Changes in the Odds of Extreme Events in the Atlantic Basin Depending on the Position of the Extratropical Jet

Geophysical Research Letters
EarthPlanetary SciencesGeophysics
2012English

Contaminant Source Localization via Bayesian Global Optimization

Hydrology and Earth System Sciences
EarthWater SciencePlanetary SciencesTechnology
2019English

A Benchmark of Kriging-Based Infill Criteria for Noisy Optimization

Structural and Multidisciplinary Optimization
ControlSystems EngineeringComputer GraphicsOptimizationComputer Science ApplicationsComputer-Aided DesignSoftware
2013English

Warped Gaussian Processes and Derivative-Based Sequential Designs for Functions With Heterogeneous Variations

SIAM-ASA Journal on Uncertainty Quantification
StatisticsProbabilityCombinatoricsApplied MathematicsUncertaintySimulationDiscrete MathematicsModeling
2018English

A Nonstationary Space-Time Gaussian Process Model for Partially Converged Simulations

SIAM-ASA Journal on Uncertainty Quantification
StatisticsProbabilityCombinatoricsApplied MathematicsUncertaintySimulationDiscrete MathematicsModeling
2013English

Estimating and Quantifying Uncertainties on Level Sets Using the Vorob’ev Expectation and Deviation With Gaussian Process Models

mODa 10 – Advances in Model-Oriented Design and Analysis
2013English

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