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2020 – today
- 2022
[i3]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 abs/2202.05750 (2022)- 2021
- [j8]Pierre-Marie Poulain
, Luca Centurioni, Tamay M. Özgökmen, Daniel Tarry, Ananda Pascual, Simon Ruiz, Elena Mauri, Milena Menna, Giulio Notarstefano:
On the Structure and Kinematics of an Algerian Eddy in the Southwestern Mediterranean Sea. Remote. Sens. 13(15): 3039 (2021) - [c9]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: 7414-7417 - [i2]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 abs/2105.04999 (2021) - 2020
- [j7]Laura Gómez-Navarro, Emmanuel Cosme, Julien Le Sommer, Nicolas Papadakis, Ananda Pascual:
Development of an Image De-Noising Method in Preparation for the Surface Water and Ocean Topography Satellite Mission. Remote. Sens. 12(4): 734 (2020) - [j6]Antonio Sánchez-Román, Ananda Pascual, Marie-Isabelle Pujol, Guillaume Taburet, Marta Marcos, Yannice Faugère:
Assessment of DUACS Sentinel-3A Altimetry Data in the Coastal Band of the European Seas: Comparison with Tide Gauge Measurements. Remote. Sens. 12(23): 3970 (2020) - [c8]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: 3490-3493
2010 – 2019
- 2019
- [j5]Manuel Lopez-Radcenco, Ananda Pascual, Laura Gómez-Navarro, Abdeldjalil Aïssa-El-Bey, Bertrand Chapron, Ronan Fablet:
Analog Data Assimilation of Along-Track Nadir and Wide-Swath SWOT Altimetry Observations in the Western Mediterranean Sea. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2530-2540 (2019) - [c7]Said Ouala, Ananda Pascual, Ronan Fablet:
Residual Integration Neural Network. ICASSP 2019: 3622-3626 - [c6]Said Ouala, Ronan Fablet, Cédric Herzet, Bertrand Chapron, Ananda Pascual, Fabrice Collard, Lucile Gaultier:
Learning Stochastic Representations of Geophysical Dynamics. ICASSP 2019: 3877-3881 - [c5]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: 9451-9454 - [c4]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: 10059-10062 - [i1]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 abs/1907.02452 (2019) - 2018
- [j4]Jacques Verron, Pascal Bonnefond, Lotfi Aouf, Florence Birol, Suchandra A. Bhowmick, Stéphane Calmant, Taina Conchy, Jean-François Crétaux, Gérald Dibarboure, A. K. Dubey, Yannice Faugère, Kevin Guerreiro, P. K. Gupta, Mathieu Hamon, Fatma Jebri, Raj Kumar, Rosemary Morrow, Ananda Pascual, Marie-Isabelle Pujol, Elisabeth Rémy, Frédérique Rémy, Walter H. F. Smith, Jean Tournadre, Oscar Vergara:
The Benefits of the Ka-Band as Evidenced from the SARAL/AltiKa Altimetric Mission: Scientific Applications. Remote. Sens. 10(2): 163 (2018) - [j3]Laura Gómez-Navarro, Ronan Fablet, Evan Mason, Ananda Pascual, Baptiste Mourre, Emmanuel Cosme, Julien Le Sommer:
SWOT Spatial Scales in the Western Mediterranean Sea Derived from Pseudo-Observations and an Ad Hoc Filtering. Remote. Sens. 10(4): 599 (2018) - [j2]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): 1864 (2018) - [j1]Ronan Fablet, Jacques Verron, Baptiste Mourre, Bertrand Chapron, Ananda Pascual:
Improving Mesoscale Altimetric Data From a Multitracer Convolutional Processing of Standard Satellite-Derived Products. IEEE Trans. Geosci. Remote. Sens. 56(5): 2518-2525 (2018) - [c3]Manuel Lopez-Radcenco, Ananda Pascual, Laura Gómez-Navarro, Abdeldjalil Aïssa-El-Bey, Ronan Fablet:
Analog Data Assimilation for Along-Track Nadir and Swot Altimetry Data in the Western Mediterranean Sea. IGARSS 2018: 7684-7687 - 2017
- [c2]Ronan Fablet, Manuel Lopez-Radcenco, Jacques Verron, Baptiste Mourre, Bertrand Chapron, Ananda Pascual:
Learning multi-tracer convolutional models for the reconstruction of high-resolution SSH fields. IGARSS 2017: 406-409 - 2013
- [c1]Joaquín Tintoré, Benjamín Casas, Emma Heslop, Guillermo Vizoso, Ananda Pascual, Alejandro Orfila, Simon Ruiz, Lionel Renault, Melanie Juzà, Pau Balaguer, Lluís Gómez-Pujol, Amaya Álvarez-Ellacuria, Sonia Gómara, Kristian Sebastian, Sebastián Lora, Joan Pau Beltrán, David March, Romain Escudier, Miguel Martínez-Ledesma, Marc Torner, Simó Cusí, David Roque, Irene Lizarán, Carlos Castilla, Tomeu Cañellas, Aránzazu Lana, Daniel Conti, Juan Manuel Sayol, Evan Mason, Bàrbara Barceló-Llull, Francisco Alemany, Diego Álvarez-Berastegui, Patricia Reglero, Enric Massuti, Pedro Vélez-Belchí, Javier Ruiz, Temel Oguz, Marta Gómez, Enrique Alvarez, Luís Ansorena, Mario Manriquez:
The Impact of New Multi-platform Observing Systems in Science, Technology Development and Response to Society Needs; from Small to Large Scales... EUROCAST (2) 2013: 341-348
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