Fabien Lionti

According to our database, Fabien Lionti authored at least 5 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Physics-guided approach with transfer learning in vehicle lateral dynamics.

Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet

J. Intell. Inf. Syst., February, 2026

2025

Robust, physics-informed modeling and estimation for long-horizon simulation of vehicle dynamics. (Approches robustes et informées par la physique pour la modélisation et l'estimation de la dynamique véhicule sur des horizons longs).

Fabien Lionti

PhD thesis, 2025

Bias-Variance Analysis of Multi-Step Loss Functions for Dynamical System Identification.

Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet

Proceedings of the International Joint Conference on Neural Networks, 2025

Learning Direct Solution in Moving Horizon Estimation with Deep Learning Methods.

Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

2024

Bayesian Approach for Parameter Estimation in Vehicle Lateral Dynamics.

Fabien Lionti, Nicolas Gutowski, Sébastien Aubin, Philippe Martinet

Proceedings of the Foundations of Intelligent Systems - 27th International Symposium, 2024