- Award of "Prime d'Encadrement Doctoral et de Recherche / Prime d’Excellence Scientifique", French Gouvernment (PEDR A) continuously since 1999;
- Knight in the Order of Academic Palms Award, French Minister of Education, received 2013;
- Rosenbrock Prize 2017 awarded to the authors of the best paper published in the journal Optimization and Engineering, Springer in 2016;
- Senior Chaire of Academic Institute of France (IUF), nominated 2021;
- Constantin Caratheodory Prize of the International Society of Global Optimization, awarded 2021.