A particle-in-cell method for studying double-diffusive convection in the liquid layers of planetary interiors. - Mathieu Bouffard; Stéphane Labrosse; Gaël Choblet; Alexandre Fournier; Julien Aubert; Paul J. Tackley (J. Comput. Phys., 2017)

On the convergence of the MLE as an estimator of the learning rate in the Exp3 algorithm. - Julien Aubert; Luc Lehéricy; Patricia Reynaud-Bouret (ICML, 2023)

Model selection for behavioral learning data and applications to contextual bandits. - Julien Aubert; Louis Köhler; Luc Lehéricy; Giulia Mezzadri; Patricia Reynaud-Bouret (AISTATS, 2025)