Data-driven memory-dependent abstractions of dynamical systems A Banse, L Romao, A Abate, R Jungers Learning for Dynamics and Control Conference, 891-902, 2023 | 6 | 2023 |
Data-driven abstractions via adaptive refinements and a Kantorovich metric A Banse, L Romao, A Abate, RM Jungers 2023 62nd IEEE Conference on Decision and Control (CDC), 6038-6043, 2023 | 2 | 2023 |
Data-driven abstractions via adaptive refinements and a Kantorovich metric [extended version] A Banse, L Romao, A Abate, RM Jungers arXiv preprint arXiv:2303.17618, 2023 | 2 | 2023 |
Black-box stability analysis of hybrid systems with sample-based multiple Lyapunov functions A Banse, Z Wang, RM Jungers 61st IEEE Conference on Decision and Control (Cancún, Mexico), 2022 | 2 | 2022 |
Learning stability guarantees for data-driven constrained switching linear systems A Banse, Z Wang, RM Jungers 25th International Symposium on Mathematical Theory of Networks and Systems …, 2022 | 2 | 2022 |
Learning stability guarantees for constrained switching linear systems from noisy observations A Banse, Z Wang, RM Jungers Nonlinear Analysis: Hybrid Systems 51, 101425, 2024 | 1 | 2024 |
Dionysos.jl: a Modular Platform for Smart Symbolic Control J Calbert, A Banse, B Legat, RM Jungers arXiv preprint arXiv:2404.14114, 2024 | | 2024 |
Smart abstraction of dynamical systems via a Cantor-Kantorovich distance between Markov chains A Banse, L Romao, A Abate, RM Jungers, UCL ICTEAM 43rd Benelux Meeting on Systems and Control, 2024 | | 2024 |
Learning stability guarantees for black-box hybrid systems: from arbitrary to constrained switching linear systems, a step towards complexity A Banse, RM Jungers | | |