Efficient global optimization of constrained mixed variable problems. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (J. Glob. Optim., 2019)

Bayesian optimization of variable-size design space problems. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (CoRR, 2020)

Overview and Comparison of Gaussian Process-Based Surrogate Models for Mixed Continuous and Discrete Variables: Application on Aerospace Design Problems. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (High-Performance Simulation-Based Optimization, 2020)

Mixed Variable Gaussian Process-Based Surrogate Modeling Techniques: Application to Aerospace Design. - Julien Pelamatti; Loïc Brevault; Mathieu Balesdent; El-Ghazali Talbi; Yannick Guerin (J. Aerosp. Inf. Syst., 2021)