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Lucile Gaultier
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2020 – today
- 2024
- [c7]Said Ouala, Laurent Debreu, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Neural Ordinary Differential Equations with Trainable Solvers. ICASSP 2024: 7675-7679 - 2023
- [j2]Said Ouala
, Bertrand Chapron
, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework. Mach. Learn. Sci. Technol. 4(2): 25018 (2023) - [i4]Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems. CoRR abs/2311.10665 (2023) - 2022
- [i3]Said Ouala, Steven L. Brunton, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning. CoRR abs/2202.05750 (2022) - 2021
- [c6]Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron
, Ananda Pascual, Fabrice Collard, Lucile Gaultier:
End-to-End Kalman Filter for the Reconstruction of Sea Surface Dynamics from Satellite Data. IGARSS 2021: 7414-7417 - [i2]Said Ouala, Laurent Debreu, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Learning Runge-Kutta Integration Schemes for ODE Simulation and Identification. CoRR abs/2105.04999 (2021) - 2020
- [c5]Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron
, Ananda Pascual
, Fabrice Collard, Lucile Gaultier:
Physically Informed Neural Networks for the Simulation and Data-Assimilation of Geophysical Dynamics. IGARSS 2020: 3490-3493
2010 – 2019
- 2019
- [c4]Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron
, Ananda Pascual
, Fabrice Collard, Lucile Gaultier:
Learning Stochastic Representations of Geophysical Dynamics. ICASSP 2019: 3877-3881 - [c3]Said Ouala, Duong Nguyen, Cédric Herzet, Lucas Drumetz, Bertrand Chapron
, Ananda Pascual
, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets. IGARSS 2019: 9451-9454 - [c2]Said Ouala, Ronan Fablet, Cédric Herzet, Lucas Drumetz
, Bertrand Chapron
, Ananda Pascual
, Fabrice Collard, Lucile Gaultier:
Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter. IGARSS 2019: 10059-10062 - [i1]Said Ouala, Duong Nguyen, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet:
Learning Latent Dynamics for Partially-Observed Chaotic Systems. CoRR abs/1907.02452 (2019) - 2018
- [j1]Said Ouala
, Ronan Fablet, Cédric Herzet
, Bertrand Chapron
, Ananda Pascual
, Fabrice Collard, Lucile Gaultier:
Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature. Remote. Sens. 10(12): 1864 (2018) - 2016
- [c1]Romain Husson, Alexis Mouche, Bertrand Chapron
, Harald Johnsen, Fabrice Collard, Pauline Vincent, Gilles Guitton, Nicolas Longépé, Guillaume Hajduch, Yves Quilfen
, Lucile Gaultier:
Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval. IGARSS 2016: 3886-3889
Coauthor Index
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