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Statistical learning of physical dynamics. (Apprentissage statistique de dynamiques physiques).. Sorbonne University, Paris, France, (2022)Constrained Physical-Statistics Models for Dynamical System Identification and Prediction., , , and . ICLR, OpenReview.net, (2022)PDE-Driven Spatiotemporal Disentanglement., , , and . CoRR, (2020)Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting., , , , , , and . CoRR, (2020)Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces., , , , and . GECCO, page 119-128. ACM, (2023)Differentiable Feature Selection, A Reparameterization Approach., and . ECML/PKDD (3), volume 12977 of Lecture Notes in Computer Science, page 414-429. Springer, (2021)Generalizing to New Physical Systems via Context-Informed Dynamics Model., , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 11283-11301. PMLR, (2022)PDE-Driven Spatiotemporal Disentanglement., , , and . ICLR, OpenReview.net, (2021)Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting., , , , , , and . ICLR, OpenReview.net, (2021)