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Jérémie Dona
Jérémie Dona
Sorbonne Université
Geverifieerd e-mailadres voor lip6.fr
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Augmenting physical models with deep networks for complex dynamics forecasting
Y Yin, V Le Guen, J Dona, E de Bézenac, I Ayed, N Thome, P Gallinari
Journal of Statistical Mechanics: Theory and Experiment 2021 (12), 124012, 2021
482021
Pde-driven spatiotemporal disentanglement
J Donŕ, JY Franceschi, S Lamprier, P Gallinari
arXiv preprint arXiv:2008.01352, 2020
152020
Differentiable Feature Selection, a Reparameterization Approach
J Dona, P Gallinari
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2021
22021
Bridging dynamical models and deep networks to solve forward and inverse problems
M Déchelle, J Donŕ, K Plessis-Fraissard, P Gallinari, M Levy
NeurIPS 2020-1st NeurIPS workshop on Interpretable Inductive Biases and …, 2021
22021
Constrained physical-statistics models for dynamical system identification and prediction
J Donŕ, M Déchelle, M Levy, P Gallinari
ICLR 2022-The Tenth International Conference on Learning Representations, 2022
12022
Generalizing to New Physical Systems via Context-Informed Dynamics Model
M Kirchmeyer, Y Yin, J Donŕ, N Baskiotis, A Rakotomamonjy, P Gallinari
arXiv preprint arXiv:2202.01889, 2022
2022
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Artikelen 1–6