Adrien Banse
I am a Ph. D. student in the Mathematical Engineering department of the ICTEAM, at UCLouvain. My supervisor is Raphaël Jungers. I obtained my master’s degree in Mathematical Engineering from UCLouvain in 2022. My Erdős Number is 4.
My research area is at the intersection of Mathematics and Computer Science. More precisely, I am interested in
- Metrics between Markov models and their applications in Control Theory and Reinforcement Learning
- Smart data-driven methods for the abstraction of dynamical systems
Previously, I also worked on data-driven methods to analyze stability of constrained switching systems.
News
| Feb 21, 2025 | 🏅 I received the Hybrid Systems TC Outstanding Student Paper Prize for our CDC23 paper “Data-driven abstractions via adaptive refinements and a Kantorovich metric” (paper here). |
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| Feb 21, 2025 | 🗣️ I will be at HSCC25 in May to present our paper “Memory-dependent abstractions of stochastic systems through the lens of transfer operators” (see pre-print here) |
| Mar 22, 2024 | 🇳🇱 From April to August, I will visit Manual Mazo Jr. and Luca Laurenti at TUDelft, in the Netherlands. |
| Dec 1, 2023 | 👨💻 Together with Julien Calbert, we presented our package Dionysos.jl at the Julia Optimization Days (Paris, France), and at the JuliaCon Local (Eindhoven, Netherlands). |
| Sep 18, 2023 | 📃 Our paper “Learning stability guarantees for constrained switching linear systems from noisy observations” has been published in Nonlinear Analysis: Hybrid Systems (available online here) |
| Aug 22, 2023 | 🗣️ I will be at CDC23 in December to present our paper “Data-driven abstractions via adaptive refinements and a Kantorovich metric” (see arXiv extended version here) |
| Apr 3, 2023 | 📃 Our paper “Data-driven memory-dependent abstractions of dynamical systems” was accepted at L4DC (pre-print arXiv here) |
| Feb 10, 2023 | 🇬🇧 During the whole month of March, I will visit Alessandro Abate in the OXCAV laboratory of the University of Oxford |
| Dec 13, 2022 | 🎓 I was granted the FRIA fellowship from the F.R.S. - FNRS |