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
Direct Links
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 (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.