Clément Duhamel

ATER – Université Grenoble Alpes – LJK – Inria AIRSEA team

I am currently a temporary teaching and research Associate (ATER) at Université Grenoble Alpes, in the AIRSEA team of the Jean Kuntzmann laboratory. In collaboration with IFP Énergies Nouvelles, I defended my thesis at Grenoble Alpes University on November 21, 2024. This work, carried out in statistics, concerned the estimation of excursion sets using Gaussian processes, with an application to the calibration of simulators for costly calculations in the wind energy field. Passionate about teaching, I have had the opportunity, along the way, to give lectures and tutorials at university as well as in several engineering schools, an activity I continue to pursue with enthusiasm as an ATER.

Summary:

Nowadays, many model inversion problems (e.g. calculation codes) are present in the industry. These problems are defined by finding a set of parameters such that a certain amount of interest respects a given constraint, for example remains below a threshold. In the field of floating wind turbines, a pre-calibration step consists of estimating model parameters such that a given quantity accurately corresponds to the measured data (e.g. accelerations).

Publications:

• Clément Duhamel, Céline Helbert, Miguel Munoz Zuniga, Clémentine Prieur, Delphine Sinoquet : Active learning strategies for the estimation of a feasible set defined from a vector output black-box simulator. Preprint. hal
• Clément Duhamel, Céline Helbert, Miguel Munoz Zuniga, Clémentine Prieur, Delphine Sinoquet (2023) A SUR version of the Bichon criterion for excursion set estimation, Statistics and Computing, 33(2), 41. Springer
• Clément Duhamel, Clémentine Prieur, Céline Helbert, Miguel Munoz Zuniga, Delphine Sinoquet (2022) A SUR version of the Bichon criterion for excursion set estimation, poster Mascot Num. hal

Teaching: 

• 2024-2025 : Statistics and Probability Calculus L2 Maths-CS 
• 2024-2025 : Mathematical tools L1 Engineering Sciences
• 2024-2025 : Matrix calculation and functions of several variables L2 Physics-Chemistry
• 2024-2025 : Applied Linear Algebra L1 Physics-Chemistry-Engineering
• 2023-2024: Fourier Analysis and Probabilities 1st year Polytech
• 2022-2023: Fourier Analysis and Probabilities 1st year Polytech
• 2022-2023: Principles and Methods Statistics 1st year Ensimag
• 2021-2022: Elementary Analysis L1 Maths-CS
• 2021-2022: Principles and Methods Statistics 1st year Ensimag
• 2020-2021: Elementary Analysis L1 Maths-CS
• 2020-2021: Linear Algebra L1 Physics-Chemistry-Engineering

Scientific mediation:

• Workshop “Scientific Partners for the Class”

Other information: 

Personnal web page:

https://www.clementduhamel.fr/