Fabrice Collard

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 28

Top Topics

Top Venues

Publications

S. P. Tripathi, Bertrand Chapron, Fabrice Collard, Gilles Guitton, Manuel Lopez-Radcenco, Alexis Mouche, Ronan Fablet
Deep Learning Inversion of Ocean Wave Spectrum from SAR Satellite Observations. ICASSP (2024)
Said Ouala, Laurent Debreu, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
Neural Ordinary Differential Equations with Trainable Solvers. ICASSP (2024)
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) (2023)
Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron
On Surface Waves Generated by Extra-Tropical Cyclones - Part II: Simulations. Remote. Sens. 15 (9) (2023)
Cheshm V. Siyahi, Vladimir N. Kudryavtsev, Maria Yurovskaya, Fabrice Collard, Bertrand Chapron
On Surface Waves Generated by Extra-Tropical Cyclones - Part I: Multi-Satellite Measurements. Remote. Sens. 15 (7) (2023)
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
Knowledge Gaps and Impact of Future Satellite Missions to Facilitate Monitoring of Changes in the Arctic Ocean. Remote. Sens. 15 (11) (2023)
Said Ouala, Bertrand Chapron, Fabrice Collard, Lucile Gaultier, Ronan Fablet
Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems. CoRR (2023)
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 (2022)
Maria Yurovskaya, Vladimir N. Kudryavtsev, Alexey Mironov, Alexis Mouche, Fabrice Collard, Bertrand Chapron
Surface Wave Developments under Tropical Cyclone Goni (2020): Multi-Satellite Observations and Parametric Model Comparisons. Remote. Sens. 14 (9) (2022)
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 (2021)
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)
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)
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
CAL/VAL Phase for the Swim Instrument Onboard cFOSAT. IGARSS (2020)
Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Fabrice Ardhuin
Synergy of Experimental, Theoretical and Numerical Approaches for a Better Understanding of Skim Near Nadir Ka-Band Doppler Measurements. IGARSS (2019)
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 (2019)
Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier
Learning Stochastic Representations of Geophysical Dynamics. ICASSP (2019)
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)
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)
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
CAL/VAL phase for the SWIM instrument onboard CFOSAT. IGARSS (2019)
Frédéric Nouguier, Bertrand Chapron, Fabrice Collard, Alexis Mouche, Nicolas Rascle, Fanny Girard-Ardhuin, Xiaoqing Wu
Sea Surface Kinematics From Near-Nadir Radar Measurements. IEEE Trans. Geosci. Remote. Sens. 56 (10) (2018)
Johnny A. Johannessen, Bertrand Chapron, Fabrice Collard, Marie-Hélène Rio, Graham Quartly, Craig Donlon
Advances in Surface Current Observations From Space: The Globcurrent Case. IGARSS (2018)
Maria Yurovskaya, Vladimir N. Kudryavtsev, Bertrand Chapron, Nicolas Rascle, Fabrice Collard
Wave Spectrum and Surface Current Retrieval from Airborne and Satellite Sunglitter Imagery. IGARSS (2018)
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) (2018)
Romain Husson, Alexis Mouche, Harald Johnsen, Fabrice Collard, Geir Engen, Nicolas Longépé, Gilles Guitton, He Wang, Xuan Wang, François Soulat, Bertrand Chapron
Sentinel-1 Achievements for Ocean and Extreme Events Monitoring. IGARSS (2018)
Justin Edward Stopa, Alexis Aurelien Mouche, Bertrand Chapron, Fabrice Collard
Sea State Impacts on Wind Speed Retrievals From C-Band Radars. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (5) (2017)
Harald Johnsen, Vegard Nilsen, Geir Engen, Alexis Aurelien Mouche, Fabrice Collard
Ocean doppler anomaly and ocean surface current from Sentinel 1 tops mode. IGARSS (2016)
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)
Alexis Mouche, Bertrand Chapron, Harald Johnsen, Fabrice Collard, He Wang, Gilles Guitton, Jinsong Yang, Romain Husson
Perspectives for combining and exploiting ocean wave spectra measured from different space missions. IGARSS (2016)
Vladimir N. Kudryavtsev, Bertrand Chapron, Alexander G. Myasoedov, Fabrice Collard, Johnny A. Johannessen
On Dual Co-Polarized SAR Measurements of the Ocean Surface. IEEE Geosci. Remote. Sens. Lett. 10 (4) (2013)
Alexis Mouche, Fabrice Collard, Bertrand Chapron, Knut-Frode Dagestad, Gilles Guitton, Johnny A. Johannessen, Vincent Kerbaol, Morten Wergeland Hansen
On the Use of Doppler Shift for Sea Surface Wind Retrieval From SAR. IEEE Trans. Geosci. Remote. Sens. 50 (7) (2012)
Andrea Recchia, Andrea Monti Guarnieri, Nuno Miranda, Fabrice Collard, Davide D'Aria, Davide Giudici
Impact of the antenna stability on the Doppler Centroid frequency. IGARSS (2011)
Morten Wergeland Hansen, Fabrice Collard, Knut-Frode Dagestad, Johnny A. Johannessen, Pierre Fabry, Bertrand Chapron
Retrieval of Sea Surface Range Velocities From Envisat ASAR Doppler Centroid Measurements. IEEE Trans. Geosci. Remote. Sens. 49 (10) (2011)
Fanny Girard-Ardhuin, Grégoire Mercier, Fabrice Collard, René Garello
Oil slick detection by SAR imagery: algorithms comparison. IGARSS (2004)