Current PhD students

Razak SABI GNINKOU, Université Polytechnique Hauts-de-France and EMSE (co-supervised by Yacouba Boubacar Maïnassara, Rodolphe Le Riche and Lucas Reding).
- Topic: Gaussian process modeling of mechanical random fields: a complete study from simulation to identification
- PhD thesis funded by the ANR JCJC GAME
- Expected starting date: December 2024
Mauricio Castaño-Aguirre, Université Polytechnique Hauts-de-France and ONERA (co-supervised by Nathalie Bartoli, F. Massa and Thierry Lefebvre).
- Topic: Multi-fidelity adaptive design of experiments and surrogate models for data fusion in aerodynamics
- PhD thesis cofunded by ONERA and UPHF
- Starting date: January 2024
Mathis Deronzier, Institut de Mathématiques de Toulouse (co-supervised by François Bachoc and Olivier Roustant).
- Topic: Additive constrained Gaussian processes in high dimension
- PhD thesis funded by the ANR JCJC GAP
- Starting date: April 2023

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Current master and engineering students

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Tran Vi-vi E. Perrin, ONERA (co-supervised by Nathalie Bartoli and Thierry Lefebvre, 2021-2022)
- Topic: Multifidelity design of experiments for Gaussian processes
- Postdoc funded by ONERA
- Later research engineer at EPSYL - ALCEN Group, France

Guillaume Mathieu, Université Claude Bernard Lyon 1 (co-supervised by Franck Massa)
- Topic: Gaussian processes with functional inputs for the prediction of mechanical responses
- M.Sc. internship funded by the ANR JCJC GAME (2024, 4 months)
Hugo Valayer, INSA Toulouse (co-supervised by Nathalie Bartoli and Thierry Lefebvre)
- Topic: Data fusion and multifidelity design of experiments for aerodynamics
- Eng. internship funded by ONERA (2023, 5 months)
- Later engineer at MBDA, France
Ayoub Arous, École Polytechnique de Tunisie (co-supervised by Ihsen Alouani)
- Topic: Adversarial training approaches using additive Gaussian noises
- Eng. internship funded by CERAMATHS (2022, 6 months)
- Later research assistant at New York University Abu Dhabi, UAE
Rubén Conde-Arenzana, Universidad Politécnica de Madrid (co-supervised by Nathalie Bartoli and Thierry Lefebvre)
- Topic: Multifidelity Gaussian process model for CFD and wind tunnel data fusion
- Eng. internship funded by ONERA (2021, 5 months)
- Later aerospace engineer at Airbus Defence and Space, Spain