Mona Buisson-Fenet

According to our database, Mona Buisson-Fenet authored at least 8 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

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., June, 2024

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

PhD thesis, 2023

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

2022

Learning dynamics from partial observations with structured neural ODEs.

Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio

CoRR, 2022

Towards gain tuning for numerical KKL observers.

Mona Buisson-Fenet, Lukas Bahr, Florent Di Meglio

CoRR, 2022

2021

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

2020

Actively Learning Gaussian Process Dynamics.

Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe

Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

2018

Control of Piston Position in Inviscid Gas by Bilateral Boundary Actuation.

Mona Buisson-Fenet, Shumon Koga, Miroslav Krstic

Proceedings of the 57th IEEE Conference on Decision and Control, 2018