Fabrice Collard

According to our database, Fabrice Collard authored at least 34 papers between 2004 and 2024.

Collaborative distances:

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

2024

Deep Learning Inversion of Ocean Wave Spectrum from SAR Satellite Observations.

S. P. Tripathi, Bertrand Chapron, Fabrice Collard, Gilles Guitton, Manuel Lopez-Radcenco, Alexis Mouche, Ronan Fablet

Proceedings of the IEEE International Conference on Acoustics, 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

On Surface Waves Generated by Extra-Tropical Cyclones - Part II: Simulations.

Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron

Remote. Sens., May, 2023

On Surface Waves Generated by Extra-Tropical Cyclones - Part I: Multi-Satellite Measurements.

Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron

Remote. Sens., April, 2023

Knowledge Gaps and Impact of Future Satellite Missions to Facilitate Monitoring of Changes in the Arctic Ocean.

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

Remote. Sens., 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

Surface Wave Developments under Tropical Cyclone Goni (2020): Multi-Satellite Observations and Parametric Model Comparisons.

Maria Yurovskaya, Vladimir N. Kudryavtsev, Alexey S. Mironov, Alexis Mouche, Fabrice Collard, Bertrand Chapron

Remote. Sens., 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

CAL/VAL Phase for the Swim Instrument Onboard cFOSAT.

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

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 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

CAL/VAL phase for the SWIM instrument onboard CFOSAT.

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

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

Synergy of Experimental, Theoretical and Numerical Approaches for a Better Understanding of Skim Near Nadir Ka-Band Doppler Measurements.

Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Fabrice Ardhuin

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

Sea Surface Kinematics From Near-Nadir Radar Measurements.

Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Alexis Mouche, Nicolas Rascle, Fanny Girard-Ardhuin, Xiaoqing Wu

IEEE Trans. Geosci. Remote. Sens., 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

Wave Spectrum and Surface Current Retrieval from Airborne and Satellite Sunglitter Imagery.

Maria Yurovskaya, Vladimir N. Kudryavtsev, Bertrand Chapron, Nicolas Rascle, Fabrice Collard

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Advances in Surface Current Observations From Space: The Globcurrent Case.

Johnny A. Johannessen, Bertrand Chapron, Fabrice Collard, Marie-Hélène Rio, Graham Quartly, Craig Donlon

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Sentinel-1 Achievements for Ocean and Extreme Events Monitoring.

Romain Husson, Alexis Mouche, Harald Johnsen, Fabrice Collard, Geir Engen, Nicolas Longépé, Gilles Guitton, He Wang, Xuan Wang, François Soulat, Bertrand Chapron

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Sea State Impacts on Wind Speed Retrievals From C-Band Radars.

Justin Edward Stopa, Alexis Aurelien Mouche, Bertrand Chapron, Fabrice Collard

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2016

Perspectives for combining and exploiting ocean wave spectra measured from different space missions.

Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, He Wang, Gilles Guitton, Jinsong Yang, Romain Husson

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

Ocean doppler anomaly and ocean surface current from Sentinel 1 tops mode.

Harald Johnsen, Vegard Nilsen, Geir Engen, Alexis Aurelien Mouche, Fabrice Collard

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

2014

Ocean Surface Velocity.

Bertrand Chapron, Johnny A. Johannessen, Fabrice Collard

Proceedings of the Encyclopedia of Remote Sensing, 2014

2013

On Dual Co-Polarized SAR Measurements of the Ocean Surface.

Vladimir N. Kudryavtsev, Bertrand Chapron, Alexander G. Myasoedov, Fabrice Collard, Johnny A. Johannessen

IEEE Geosci. Remote. Sens. Lett., 2013

2012

On the Use of Doppler Shift for Sea Surface Wind Retrieval From SAR.

Alexis Mouche, Fabrice Collard, Bertrand Chapron, Knut-Frode Dagestad, Gilles Guitton, Johnny A. Johannessen, Vincent Kerbaol, Morten Wergeland Hansen

IEEE Trans. Geosci. Remote. Sens., 2012

2011

Retrieval of Sea Surface Range Velocities From Envisat ASAR Doppler Centroid Measurements.

Morten Wergeland Hansen, Fabrice Collard, Knut-Frode Dagestad, Johnny A. Johannessen, Pierre Fabry, Bertrand Chapron

IEEE Trans. Geosci. Remote. Sens., 2011

Impact of the antenna stability on the Doppler Centroid frequency.

Andrea Recchia, Andrea Monti Guarnieri, Nuno Miranda, Fabrice Collard, Davide D'Aria, Davide Giudici

Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2004

Oil slick detection by SAR imagery: algorithms comparison.

Fanny Girard-Ardhuin, Grégoire Mercier, Fabrice Collard, René Garello

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004