Explainable Artificial Intelligence for Bayesian Neural Networks: Towards trustworthy predictions of ocean dynamics. - Mariana C. A. Clare; Maike Sonnewald; Redouane Lguensat; Julie Deshayes; Venkatramani Balaji (CoRR, 2022)

Semi-automatic tuning of coupled climate models with multiple intrinsic timescales: lessons learned from the Lorenz96 model. - Redouane Lguensat; Julie Deshayes; Homer Durand; Venkatramani Balaji (CoRR, 2022)

Learning to generate physical ocean states: Towards hybrid climate modeling. - Etienne Meunier; David Kamm; Guillaume Gachon; Redouane Lguensat; Julie Deshayes (CoRR, 2025)