Mona Buisson-Fenet

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 10

Top Topics

Gaussian Process

Partial Observations

Stochastic Systems

Top Venues

IEEE Control. Syst. Lett.

Publications

Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe
Data-Driven Observability Analysis for Nonlinear Stochastic Systems. IEEE Trans. Autom. Control. 69 (6) (2024)
Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio
Recognition Models to Learn Dynamics from Partial Observations with Neural ODEs. Trans. Mach. Learn. Res. 2023 (2023)
Pierre-François Massiani, Mona Buisson-Fenet, Friedrich Solowjow, Florent Di Meglio, Sebastian Trimpe
Data-Driven Observability Analysis for Nonlinear Stochastic Systems. CoRR (2023)
Mona Buisson-Fenet, Lukas Bahr, Florent Di Meglio
Towards gain tuning for numerical KKL observers. CoRR (2022)
Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio
Learning dynamics from partial observations with structured neural ODEs. CoRR (2022)
Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio
Joint State and Dynamics Estimation With High-Gain Observers and Gaussian Process Models. IEEE Control. Syst. Lett. 5 (5) (2021)
Mona Buisson-Fenet, Valéry Morgenthaler, Sebastian Trimpe, Florent Di Meglio
Joint state and dynamics estimation with high-gain observers and Gaussian process models. ACC (2021)
Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe
Actively Learning Gaussian Process Dynamics. L4DC (2020)
Mona Buisson-Fenet, Friedrich Solowjow, Sebastian Trimpe
Actively Learning Gaussian Process Dynamics. CoRR (2019)
Mona Buisson-Fenet, Shumon Koga, Miroslav Krstic
Control of Piston Position in Inviscid Gas by Bilateral Boundary Actuation. CDC (2018)