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Jérémie Dona
Jérémie Dona
Sorbonne Université
Dirección de correo verificada de 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
1792021
Pde-driven spatiotemporal disentanglement
J Donà, JY Franceschi, S Lamprier, P Gallinari
arXiv preprint arXiv:2008.01352, 2020
402020
Generalizing to new physical systems via context-informed dynamics model
M Kirchmeyer, Y Yin, J Donà, N Baskiotis, A Rakotomamonjy, P Gallinari
International Conference on Machine Learning, 11283-11301, 2022
382022
Differentiable feature selection, a reparameterization approach
J Donà, P Gallinari
Machine Learning and Knowledge Discovery in Databases. Research Track …, 2021
92021
Constrained physical-statistics models for dynamical system identification and prediction
J Donà, M Déchelle, M Lévy, P Gallinari
ICLR 2022-The Tenth International Conference on Learning Representations, 2022
82022
Gradient-informed quality diversity for the illumination of discrete spaces
R Boige, G Richard, J Dona, T Pierrot, A Cully
Proceedings of the Genetic and Evolutionary Computation Conference, 119-128, 2023
52023
Bridging dynamical models and deep networks to solve forward and inverse problems
M Déchelle, J Donà, K Plessis-Fraissard, P Gallinari, M Lévy
NeurIPS 2020-1st NeurIPS workshop on Interpretable Inductive Biases and …, 2021
52021
Learning the Language of Protein Structure
B Gaujac, J Donà, L Copoiu, T Atkinson, T Pierrot, TD Barrett
arXiv preprint arXiv:2405.15840, 2024
32024
Statistical learning of physical dynamics
J Donà
Sorbonne Université, 2022
2022
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–9