Fabrice Collard

35 papers C 15Misc 3Journal 16
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
2024 Misc conf
Deep Learning Inversion of Ocean Wave Spectrum from SAR Satellite Observations.
ICASSP
S. P. Tripathi, Bertrand Chapron, Fabrice Collard, Gilles Guitton, Manuel Lopez-Radcenco, Alexis Mouche, 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
Knowledge Gaps and Impact of Future Satellite Missions to Facilitate Monitoring of Changes in the Arctic Ocean.
Remote. Sens.
Sylvain Lucas, Johnny A. Johannessen, Mathilde Cancet, Lasse H. Pettersson, Igor Esau, Jonathan W. Rheinlænder, Fabrice Ardhuin, Bertrand Chapron, Anton A. Korosov, Fabrice Collard, Sylvain Herlédan, Einar Olason, Ramiro Ferrari, Ergane Fouchet, Craig Donlon
2023 J jnl
On Surface Waves Generated by Extra-Tropical Cyclones - Part I: Multi-Satellite Measurements.
Remote. Sens.
Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron
2023 J jnl
On Surface Waves Generated by Extra-Tropical Cyclones - Part II: Simulations.
Remote. Sens.
Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron
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
2022 J jnl
Surface Wave Developments under Tropical Cyclone Goni (2020): Multi-Satellite Observations and Parametric Model Comparisons.
Remote. Sens.
Maria Yurovskaya, Vladimir N. Kudryavtsev, Alexey S. Mironov, Alexis Mouche, Fabrice Collard, Bertrand Chapron
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
CAL/VAL Phase for the Swim Instrument Onboard cFOSAT.
IGARSS
Cédric L. Tourain, Danièle Hauser, Laura Hermozo, Raquel Rodriguez Suquet, Patricia Schippers, Lotfi Aouf, Alice Dalphinet, Alexis Mouche, Bertrand Chapron, Fabrice Collard, Christophe Dufour, Flavien Gouillon, Annabelle Ollivier, Fanny Piras, M. Dalila, Gilles Guitton, Jean-Michel Lachiver, Céline Tison
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 C conf
CAL/VAL phase for the SWIM instrument onboard CFOSAT.
IGARSS
Raquel Rodriguez Suquet, Alexis Mouche, Bertrand Chapron, Fabrice Collard, Christophe Dufour, Flavien Gouillon, Annabelle Ollivier, Gilles Guitton, Jean-Michel Lachiver, Laura Hermozo, Cédric L. Tourain, Céline Tison, Danièle Hauser, Patricia Schippers, Lauriane Delaye, Lotfi Aouf, Alice Dalphinet
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
2019 C conf
Synergy of Experimental, Theoretical and Numerical Approaches for a Better Understanding of Skim Near Nadir Ka-Band Doppler Measurements.
IGARSS
Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Fabrice Ardhuin
2018 C conf
Advances in Surface Current Observations From Space: The Globcurrent Case.
IGARSS
Johnny A. Johannessen, Bertrand Chapron, Fabrice Collard, Marie-Hélène Rio, Graham Quartly, Craig Donlon
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
2018 J jnl
Sea Surface Kinematics From Near-Nadir Radar Measurements.
IEEE Trans. Geosci. Remote. Sens.
Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Alexis Mouche, Nicolas Rascle, Fanny Girard-Ardhuin, Xiaoqing Wu
2018 C conf
Sentinel-1 Achievements for Ocean and Extreme Events Monitoring.
IGARSS
Romain Husson, Alexis Mouche, Harald Johnsen, Fabrice Collard, Geir Engen, Nicolas Longépé, Gilles Guitton, He Wang, Xuan Wang, François Soulat, Bertrand Chapron
2018 C conf
Wave Spectrum and Surface Current Retrieval from Airborne and Satellite Sunglitter Imagery.
IGARSS
Maria Yurovskaya, Vladimir N. Kudryavtsev, Bertrand Chapron, Nicolas Rascle, Fabrice Collard
2017 J jnl
Sea State Impacts on Wind Speed Retrievals From C-Band Radars.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Justin Edward Stopa, Alexis Aurelien Mouche, Bertrand Chapron, Fabrice Collard
2016 C conf
Ocean doppler anomaly and ocean surface current from Sentinel 1 tops mode.
IGARSS
Harald Johnsen, Vegard Nilsen, Geir Engen, Alexis Aurelien Mouche, Fabrice Collard
2016 C conf
Perspectives for combining and exploiting ocean wave spectra measured from different space missions.
IGARSS
Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, He Wang, Gilles Guitton, Jinsong Yang, Romain Husson
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
2014 — ch.
Ocean Surface Velocity.
Encyclopedia of Remote Sensing
Bertrand Chapron, Johnny A. Johannessen, Fabrice Collard
2013 J jnl
On Dual Co-Polarized SAR Measurements of the Ocean Surface.
IEEE Geosci. Remote. Sens. Lett.
Vladimir N. Kudryavtsev, Bertrand Chapron, Alexander G. Myasoedov, Fabrice Collard, Johnny A. Johannessen
2012 J jnl
On the Use of Doppler Shift for Sea Surface Wind Retrieval From SAR.
IEEE Trans. Geosci. Remote. Sens.
Alexis Mouche, Fabrice Collard, Bertrand Chapron, Knut-Frode Dagestad, Gilles Guitton, Johnny A. Johannessen, Vincent Kerbaol, Morten Wergeland Hansen
2011 C conf
Impact of the antenna stability on the Doppler Centroid frequency.
IGARSS
Andrea Recchia, Andrea Monti-Guarnieri, Nuno Miranda, Fabrice Collard, Davide D'Aria, Davide Giudici
2011 J jnl
Retrieval of Sea Surface Range Velocities From Envisat ASAR Doppler Centroid Measurements.
IEEE Trans. Geosci. Remote. Sens.
Morten Wergeland Hansen, Fabrice Collard, Knut-Frode Dagestad, Johnny A. Johannessen, Pierre Fabry, Bertrand Chapron
2004 C conf
Oil slick detection by SAR imagery: algorithms comparison.
IGARSS
Fanny Girard-Ardhuin, Grégoire Mercier, Fabrice Collard, René Garello