Lucile Gaultier

15 papers C 5Misc 2Journal 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
Enhanced Computational Complexity in Continuous-Depth Models: Neural Ordinary Differential Equations With Trainable Numerical Schemes.
IEEE Trans. Pattern Anal. Mach. Intell.
Said Ouala, Laurent Debreu, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2025 J jnl
Neural ocean forecasting from sparse satellite-derived observations: a case-study for SSH dynamics and altimetry data.
CoRR
Daria Botvynko, Pierre Haslée, Lucile Gaultier, Bertrand Chapron, Clément de Boyer Montégut, Anass El Aouni, Julien Le Sommer, Ronan Fablet
2024 Misc conf
Neural Ordinary Differential Equations with Trainable Solvers.
ICASSP
Said Ouala, Laurent Debreu, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2023 J jnl
Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework.
Mach. Learn. Sci. Technol.
Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2023 J jnl
Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems.
CoRR
Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2022 J jnl
Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning.
CoRR
Said Ouala, Steven L. Brunton, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2021 C conf
End-to-End Kalman Filter for the Reconstruction of Sea Surface Dynamics from Satellite Data.
IGARSS
Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2021 J jnl
Learning Runge-Kutta Integration Schemes for ODE Simulation and Identification.
CoRR
Said Ouala, Laurent Debreu, Ananda Pascual, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2020 C conf
Physically Informed Neural Networks for the Simulation and Data-Assimilation of Geophysical Dynamics.
IGARSS
Said Ouala, Ronan Fablet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2019 J jnl
Learning Latent Dynamics for Partially-Observed Chaotic Systems.
CoRR
Said Ouala, Duong Nguyen, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2019 C conf
Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets.
IGARSS
Said Ouala, Duong Nguyen, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier, Ronan Fablet
2019 Misc conf
Learning Stochastic Representations of Geophysical Dynamics.
ICASSP
Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2019 C conf
Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter.
IGARSS
Said Ouala, Ronan Fablet, Cédric Herzet, Lucas Drumetz, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2018 J jnl
Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature.
Remote. Sens.
Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
2016 C conf
Taking advantage of Sentinel-1 acquisition modes to improve ocean sea state retrieval.
IGARSS
Romain Husson, Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, Pauline Vincent, Gilles Guitton, Nicolas Longépé, Guillaume Hajduch, Yves Quilfen, Lucile Gaultier