Control of Piston Position in Inviscid Gas by Bilateral Boundary Actuation. - Mona Buisson-Fenet; Shumon Koga; Miroslav Krstic (CDC, 2018)

Actively Learning Gaussian Process Dynamics. - Mona Buisson-Fenet; Friedrich Solowjow; Sebastian Trimpe (L4DC, 2020)

Joint State and Dynamics Estimation With High-Gain Observers and Gaussian Process Models. - Mona Buisson-Fenet; Valéry Morgenthaler; Sebastian Trimpe; Florent Di Meglio (IEEE Control. Syst. Lett., 2021)

Towards gain tuning for numerical KKL observers. - Mona Buisson-Fenet; Lukas Bahr; Florent Di Meglio (CoRR, 2022)

Learning dynamics from partial observations with structured neural ODEs. - Mona Buisson-Fenet; Valéry Morgenthaler; Sebastian Trimpe; Florent Di Meglio (CoRR, 2022)

Recognition Models to Learn Dynamics from Partial Observations with Neural ODEs. - Mona Buisson-Fenet; Valéry Morgenthaler; Sebastian Trimpe; Florent Di Meglio (Trans. Mach. Learn. Res., 2023)

Experimental data assimilation: learning-based estimation for state-space models. (Assimilation de données expérimentales : estimation à base d'apprentissage pour modèles sous forme d'état). - Mona Buisson-Fenet (2023)

Data-Driven Observability Analysis for Nonlinear Stochastic Systems. - Pierre-François Massiani; Mona Buisson-Fenet; Friedrich Solowjow; Florent Di Meglio; Sebastian Trimpe (IEEE Trans. Autom. Control., 2024)