Surrogate-Assisted Optimization for Multi-stage Optimal Scheduling of Virtual Power Plants. - Maxime Gobert 002; Jan Gmys; Jean-François Toubeau; François Vallée; Nouredine Melab; Daniel Tuyttens (HPCS, 2019)

Parallel surrogate-assisted optimization: Batched Bayesian Neural Network-assisted GA versus q-EGO. - Guillaume Briffoteaux; Maxime Gobert 002; Romain Ragonnet; Jan Gmys; Mohand Mezmaz; Nouredine Melab; Daniel Tuyttens (Swarm Evol. Comput., 2020)

Parallel Bayesian Optimization for Optimal Scheduling of Underground Pumped Hydro-Energy Storage Systems. - Maxime Gobert 002; Jan Gmys; Jean-François Toubeau; Nouredine Melab; Daniel Tuyttens; François Vallée (IPDPS Workshops, 2022)

Batch Acquisition for Parallel Bayesian Optimization - Application to Hydro-Energy Storage Systems Scheduling. - Maxime Gobert 002; Jan Gmys; Jean-François Toubeau; Nouredine Melab; Daniel Tuyttens; François Vallée (Algorithms, 2022)

Observations in applying Bayesian versus evolutionary approaches and their hybrids in parallel time-constrained optimization. - Maxime Gobert 002; Guillaume Briffoteaux; Jan Gmys; Nouredine Melab; Daniel Tuyttens (Eng. Appl. Artif. Intell., 2024)

Contributions to the Analysis and Design of Parallel Batched Bayesian Optimization Algorithms. (Contributions à l'Analyse et à la Conception d'Algorithmes d'Optimisation Bayésienne Parallèles). - Maxime Gobert 002 (2024)