Online greedy identification of linear dynamical systems. - Matthieu Blanke; Marc Lelarge (CDC, 2022)

FLEX: an Adaptive Exploration Algorithm for Nonlinear Systems. - Matthieu Blanke; Marc Lelarge (ICML, 2023)

Interpretable Meta-Learning of Physical Systems. - Matthieu Blanke; Marc Lelarge (ICLR, 2024)

Neural Incremental Data Assimilation. - Matthieu Blanke; Ronan Fablet; Marc Lelarge (CoRR, 2024)

Deep learning for physical systems: estimation, adaptation and exploration. (Apprentissage profond pour les systèmes physiques : estimation, adaptation et exploration). - Matthieu Blanke (2024)

Strictly Constrained Generative Modeling via Split Augmented Langevin Sampling. - Matthieu Blanke; Yongquan Qu; Sara Shamekh; Pierre Gentine (CoRR, 2025)