Fabrice Collard

According to our database1, Fabrice Collard authored at least 34 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of five.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

On csauthors.net:

Bibliography

2024
Deep Learning Inversion of Ocean Wave Spectrum from SAR Satellite Observations.
Proceedings of the IEEE International Conference on Acoustics, 2024

Neural Ordinary Differential Equations with Trainable Solvers.
Proceedings of the IEEE International Conference on Acoustics, 2024

2023
Extending the extended dynamic mode decomposition with latent observables: the latent EDMD framework.
Mach. Learn. Sci. Technol., June, 2023

On Surface Waves Generated by Extra-Tropical Cyclones - Part II: Simulations.
Remote. Sens., May, 2023

On Surface Waves Generated by Extra-Tropical Cyclones - Part I: Multi-Satellite Measurements.
Remote. Sens., April, 2023

Knowledge Gaps and Impact of Future Satellite Missions to Facilitate Monitoring of Changes in the Arctic Ocean.
Remote. Sens., 2023

Online Calibration of Deep Learning Sub-Models for Hybrid Numerical Modeling Systems.
CoRR, 2023

2022
Surface Wave Developments under Tropical Cyclone Goni (2020): Multi-Satellite Observations and Parametric Model Comparisons.
Remote. Sens., 2022

Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning.
CoRR, 2022

2021
Learning Runge-Kutta Integration Schemes for ODE Simulation and Identification.
CoRR, 2021

End-to-End Kalman Filter for the Reconstruction of Sea Surface Dynamics from Satellite Data.
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.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Learning Latent Dynamics for Partially-Observed Chaotic Systems.
CoRR, 2019


Learning Ocean Dynamical Priors from Noisy Data Using Assimilation-Derived Neural Nets.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Sea Surface Dynamics Reconstruction Using Neural Networks Based Kalman Filter.
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.
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Learning Stochastic Representations of Geophysical Dynamics.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Sea Surface Kinematics From Near-Nadir Radar Measurements.
IEEE Trans. Geosci. Remote. Sens., 2018

Neural Network Based Kalman Filters for the Spatio-Temporal Interpolation of Satellite-Derived Sea Surface Temperature.
Remote. Sens., 2018

Wave Spectrum and Surface Current Retrieval from Airborne and Satellite Sunglitter Imagery.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Advances in Surface Current Observations From Space: The Globcurrent Case.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Sentinel-1 Achievements for Ocean and Extreme Events Monitoring.
Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017
Sea State Impacts on Wind Speed Retrievals From C-Band Radars.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

2016
Perspectives for combining and exploiting ocean wave spectra measured from different space missions.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

Ocean doppler anomaly and ocean surface current from Sentinel 1 tops mode.
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.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016

2014
Ocean Surface Velocity.
Proceedings of the Encyclopedia of Remote Sensing, 2014

2013
On Dual Co-Polarized SAR Measurements of the Ocean Surface.
IEEE Geosci. Remote. Sens. Lett., 2013

2012
On the Use of Doppler Shift for Sea Surface Wind Retrieval From SAR.
IEEE Trans. Geosci. Remote. Sens., 2012

2011
Retrieval of Sea Surface Range Velocities From Envisat ASAR Doppler Centroid Measurements.
IEEE Trans. Geosci. Remote. Sens., 2011

Impact of the antenna stability on the Doppler Centroid frequency.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011

2004
Oil slick detection by SAR imagery: algorithms comparison.
Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004


  Loading...