Yannick Guerin

According to our database, Yannick Guerin authored at least 4 papers between 2019 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

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., November, 2021

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

Proceedings of the High-Performance Simulation-Based Optimization, 2020

Bayesian optimization of variable-size design space problems.

Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin

CoRR, 2020

2019

Efficient global optimization of constrained mixed variable problems.

Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin

J. Glob. Optim., 2019