Time-accurate calculation and bifurcation analysis of the incompressible flow over a square cavity using variational multiscale modeling. - P. Meliga; Elie Hachem (J. Comput. Phys., 2019)

Optimization and passive flow control using single-step deep reinforcement learning. - Hassan Ghraieb; Jonathan Viquerat; Aurélien Larcher; P. Meliga; Elie Hachem (CoRR, 2020)

Deep reinforcement learning for the control of conjugate heat transfer. - Elie Hachem; Hassan Ghraieb; Jonathan Viquerat; Aurélien Larcher; P. Meliga (J. Comput. Phys., 2021)

Policy-based optimization: single-step policy gradient method seen as an evolution strategy. - Jonathan Viquerat; Régis Duvigneau; P. Meliga; Alexander Kuhnle; Elie Hachem (Neural Comput. Appl., 2023)

Beacon, a lightweight deep reinforcement learning benchmark library for flow control. - Jonathan Viquerat; Philippe Meliga; Pablo Jeken; Elie Hachem (CoRR, 2024)