Loïc Brevault

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 12

Top Venues

CoRR

Eng. Appl. Artif. Intell.

J. Glob. Optim.

J. Aerosp. Inf. Syst.

École nationale supérieure des mines de Saint-Étienne, France (PHD)

Education History

École nationale supérieure des mines de Saint-Étienne, France

PHD

Publications

Loïc Brevault, Mathieu Balesdent
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables. Eng. Appl. Artif. Intell. 133 (2024)
Loïc Brevault, Mathieu Balesdent
Bayesian Quality-Diversity approaches for constrained optimization problems with mixed continuous, discrete and categorical variables. CoRR (2023)
Gabriel Sarazin, Jérôme Morio, Agnès Lagnoux, Mathieu Balesdent, Loïc Brevault
Reliability-oriented sensitivity analysis in presence of data-driven epistemic uncertainty. Reliab. Eng. Syst. Saf. 215 (2021)
Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin
Mixed Variable Gaussian Process-Based Surrogate Modeling Techniques: Application to Aerospace Design. J. Aerosp. Inf. Syst. 18 (11) (2021)
Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin
Bayesian optimization of variable-size design space problems. CoRR (2020)
Loïc Brevault, Mathieu Balesdent, Ali Hebbal
Overview of Gaussian process based multi-fidelity techniques with variable relationship between fidelities. CoRR (2020)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Multi-fidelity modeling with different input domain definitions using Deep Gaussian Processes. CoRR (2020)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Bayesian Optimization using Deep Gaussian Processes. CoRR (2019)
Julien Pelamatti, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Yannick Guerin
Efficient global optimization of constrained mixed variable problems. J. Glob. Optim. 73 (3) (2019)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, El-Ghazali Talbi, Nouredine Melab
Efficient Global Optimization using Deep Gaussian Processes. CoRR (2018)
Ali Hebbal, Loïc Brevault, Mathieu Balesdent, Ei-Ghazali Taibi, Nouredine Melab
Efficient Global Optimization Using Deep Gaussian Processes. CEC (2018)
Loïc Brevault, Mathieu Balesdent, Sébastien Defoort
Preliminary study on launch vehicle design: Applications of multidisciplinary design optimization methodologies. Concurr. Eng. Res. Appl. 26 (1) (2018)
Joseph H. Saleh, Elizabeth A. Saltmarsh, Francesca M. Favarò, Loïc Brevault
Accident precursors, near misses, and warning signs: Critical review and formal definitions within the framework of Discrete Event Systems. Reliab. Eng. Syst. Saf. 114 (2013)

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Publication Activity (10 Years)

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Loïc Brevault