Current PhD students

• Razak SABI GNINKOU, Université Polytechnique Hauts-de-France and EMSE (co-supervised by Yacouba Boubacar Maïnassara, Rodolphe Le Riche, Franck Massa 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: November-December 2024
• Mauricio Castaño, 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

I will be posting new offers here.

Current master and engineering students

Former PhD students and research assistants

• 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

Former master and engineering students

• 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