Lucile Gaultier

According to our database, Lucile Gaultier authored at least 13 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

Neural Ordinary Differential Equations with Trainable Solvers.

Said Ouala, Laurent Debreu, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework.

Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet

Mach. Learn. Sci. Technol., June, 2023

Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems.

Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet

CoRR, 2023

2022

Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning.

Said Ouala, Steven L. Brunton, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet

CoRR, 2022

2021

Learning Runge-Kutta Integration Schemes for ODE Simulation and Identification.

Said Ouala, Laurent Debreu, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet

CoRR, 2021

End-to-End Kalman Filter for the Reconstruction of Sea Surface Dynamics from Satellite Data.

Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Physically Informed Neural Networks for the Simulation and Data-Assimilation of Geophysical Dynamics.

Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Learning Latent Dynamics for Partially-Observed Chaotic Systems.

Said Ouala, Duong Nguyen, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet

CoRR, 2019

Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets.

Said Ouala, Duong Nguyen, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter.

Said Ouala, Ronan Fablet, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Learning Stochastic Representations of Geophysical Dynamics.

Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature.

Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier

Remote. Sens., 2018

2016

Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval.

Romain Husson, Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, Pauline Vincent, Gilles Guitton, Nicolas Longépé, Guillaume Hajduch, Yves Quilfen, Lucile Gaultier

Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016