Victor Trappler
- École des Mines de Saint-Étienne (Mines Saint-Étienne MSE)
Présentation
Docteur en mathématiques appliquées, je suis enseignant-chercheur au sein du département GMI à l'École des Mines de Saint-Étienne Je m'intéresse tout particulièrement à
Domaines de recherche
Publications
Publications
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Gaussian Processes: from knowledge-informed Machine Learning to optimizationHCERES LIMOS visit 2025, Oct 2025, Clermont -Ferrand, France. 2025 |
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State-dependent Preconditioning for Data Assimilation2023 - 54th International Liège Colloquium on Ocean Dynamics : Machine Learning and Data Analysis in Oceanography, May 2023, Liège, Belgium. , pp.1-1 |
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State-dependent Preconditioning for Data AssimilationISDA 2023 - 9th International Symposium on Data Assimilation, Oct 2023, Bologne, Italy. , pp.1-1, 2023 |
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Regret-based calibration using GPsJournées CIROQUO 2022, May 2022, Grenoble, France |
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State-dependent preconditioning for the inner-loop in Variational Data Assimilation using Machine Learning2025 |
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Multiobjective Optimization under Uncertainties using Conditional Pareto Fronts2025 |
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Multiobjective Bayesian Optimization under uncertaintiesRencontres annuelles 2024 du réseau Mexico, Dec 2024, Villeurbanne, France |
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Robust calibration of numerical models based on relative regretJournal of Computational Physics, 2021, 426, pp.109952:1-19. ⟨10.1016/j.jcp.2020.109952⟩ |
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Parameter control in the presence of uncertaintiesModeling and Simulation. Université Grenoble Alpes [2020-..], 2021. English. ⟨NNT : 2021GRALM017⟩ |