Robust calibration of numerical models based on relative regret
Victor Trappler, Élise Arnaud, Arthur Vidard, Laurent Debreu. Robust calibration of numerical models based on relative regret. 2020
CV
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Education
- PhD in Applied Mathematics, Statistics and Probabilities, Université Grenoble Alpes, 2021
- MSc in Mathematical Modelling and Computation, Denmarks Tekniske Universitet (DTU), 2017
- Applied Mathematical Analysis
- Stochastic Dynamical Modelling
- General Engineering degree, École Centrale de Lyon, 2017
- Statistics and econometry
- Probability theory
- Mathematics applied to biology (dynamical systems)
- Functional analysis
Work experience
- Postdoctoral position (April 2024 to March 2025): Multiobjective Optimization under Uncertainties
- École Centrale de Lyon / Institut Camille Jordan, Lyon
- Postdoctoral position (December 2021 to December 2023): Data assimilation in latent spaces
- Joint Laboratory AI4Sim (part of Atos R&D) and AIRSEA (Inria research team)
- Master thesis (January to July 2017): Parameter control in the presence of uncertainties
- Inria research team AIRSEA, LJK, Grenoble (France)
- Develop tools of estimation in python and R
- Intern (May to July 2015): Development of MATLAB tools for TELEMAC3D. Flushing time application.
- EDF R&D department, LNHE, Chatou (France)
- Develop MATLAB tools to better visualize and study numerical simulations performed with TELEMAC3D. Implement the computation of the flushing time of large body of waters
Scientific Interests
- Data assimilation
- Uncertainty quantification and propagation
- Robust optimisation
Computer skills
- Python
- R
- LaTeX
- git
- bash
- FORTRAN
- elisp (beginner)
Languages
- French: Mothertongue
- English: Fluent (TOEFL IBT 105 in 2015, PhD Dissertation and defense in english)
- German: Intermediate
Publications
Parameter control in the presence of uncertainties
Victor Trappler. Parameter control in the presence of uncertainties. 2021
Talks and Posters
Poster: Workshop on Sensitivity Analysis and Data Assimilation in Meteorology and Oceanography
Poster at Meliá Ria Hotel, Aveiro, Aveiro, Portugal
Talk: National Colloquium on Data assimilation
Talk at Centre Henri Lebesgue, Rennes, Rennes, France
Talk: Applied Inverse Problems
Talk at UGA, Grenoble, Grenoble, France
Robust calibration of numerical models based on relative-regret
Talk at UGA, Grenoble, Grenoble, France
Regret-based calibration using GPs
Poster at CIROQUO Scientific Days, Grenoble, France
State-dependent Preconditioning for Variational Data Assimilation
Poster at 54th International Liège Colloquium on Ocean Dynamics, Liège, Belgium
State-dependent Preconditioning for Variational Data Assimilation
Poster at 9th International Symposium on Data Assimilation, Bologna, Italy
Teaching
Extracurricular activities
- Elected representative of non-permanent staff at the council of the Jean Kuntzmann Laboratory (LJK) for 2020
- Basketball: player and occasionally coach.