Concepedia

Céline Helbert

CH

11

Publications

364

Citations

11

H-Index

2004

Active since

Affiliations

Mines Saint-Étienne(Current)

École Centrale de Lyon

Centre National de la Recherche Scientifique

Université Claude Bernard Lyon 1

Institut Camille Jordan

Céline Helbert is an author at Mines Saint-Étienne specializing in engineering, uncertainty quantification, and statistics.

Top concepts

EngineeringUncertainty QuantificationStatisticsUncertainty ModelingGeographyNucleationProbabilityData ScienceMicrostructureThermodynamics

Publications per year

2004–2020

11

Publications

11

<b>DiceDesign</b>and<b>DiceEval</b>: Two<i>R</i>Packages for Design and Analysis of Computer Experiments

Delphine Dupuy, Céline Helbert, Jessica Franco · Journal of Statistical Software · 2015 · 124 citations · Full text

Package Diceeval Deals, Engineering, Electronic Design Automation +20

Robust optimization: A kriging-based multi-objective optimization approach

Mélina Ribaud, Christophette Blanchet‐Scalliet, Céline Helbert et al. · Reliability Engineering & System Safety · 2020 · 39 citations · Full text

Uncertainty Quantification, Robust Optimization, Continuous Optimization +1

Experimental study and Monte-Carlo simulation of the nucleation and growth processes during the dehydration of Li2SO4·H2O single crystals

Loïc Favergeon, Michèle Pijolat, Françoise Valdivieso et al. · Physical Chemistry Chemical Physics · 2005 · 32 citations · Full text

Gaussian process optimization with failures: classification and convergence proof

François Bachoc, Céline Helbert, Victor Picheny · Journal of Global Optimization · 2020 · 32 citations · Full text

Engineering, Stochastic Optimization, Gaussian Process +3

Discrete mixtures of kernels for Kriging‐based optimization

David Ginsbourger, Céline Helbert, Laurent Carraro · Quality and Reliability Engineering International · 2008 · 31 citations

Numerical Analysis, Model Optimization, Multiple Kernels +15

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