Learning Latent Dynamics for Partially-Observed Chaotic Systems
Said Ouala
,
Duong Nguyen
,
Lucas Drumetz
,
Bertrand Chapron
,
Ananda Pascual
et al.
Journal articles
hal-02274705v1
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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
et al.
Journal articles
hal-01896654v1
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EddyNet: A Deep Neural Network For Pixel-Wise Classification of Oceanic Eddies
Redouane Lguensat
,
Miao Sun
,
Ronan Fablet
,
Evan Mason
,
Pierre Tandeo
et al.
Conference papers
hal-01929509v1
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Learning stochastic representations of geophysical dynamics
Said Ouala
,
Ronan Fablet
,
Cédric Herzet
,
Bertrand Chapron
,
Ananda Pascual
et al.
ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing , May 2019, Brighton, United Kingdom.
⟨10.1109/ICASSP.2019.8682929⟩
Conference papers
hal-02005403v1
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Improving mesoscale altimetric data from a multi-tracer convolutional processing of standard satellite-derived products
Ronan Fablet
,
Jacques Verron
,
Baptiste Mourre
,
Bertrand Chapron
,
Ananda Pascual
et al.
Journal articles
hal-01365761v2
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Residual Integration Neural Network
Said Ouala
,
Ananda Pascual
,
Ronan Fablet
ICASSP 2019 : IEEE International Conference on Acoustics, Speech and Signal Processing , May 2019, Brighton, United Kingdom.
⟨10.1109/ICASSP.2019.8683447⟩
Conference papers
hal-02005399v1
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Assimilation par Analogues de Données Altimétriques Nadir et SWOT dans la Mer Méditerranée Occidentale
Manuel Lopez Radcenco
,
Ananda Pascual
,
Laura Gomez-Navarro
,
Abdeldjalil Aissa El Bey
,
Ronan Fablet
et al.
Conférence Française de Photogrammétrie et de Télédétection , Jun 2018, Marne-la-Vallée, France
Conference papers
hal-01867850v1
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Altimetry for the future: Building on 25 years of progress
Saleh Abdalla
,
Abdolnabi Abdeh Kolahchi
,
Michaël Ablain
,
Susheel Adusumilli
,
Suchandra Aich Bhowmick
et al.
Journal articles
insu-03215002v1
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Sea surface dynamics reconstruction using neural networks based kalman filter
Said Ouala
,
Ronan Fablet
,
Cedric Herzet
,
Lucas Drumetz
,
Bertrand Chapron
et al.
Conference papers
hal-02285697v1
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Data-driven and learning-based approaches for the spatiotemporal interpolation of SLA fields from current and future satellite-derived altimeter data
Ronan Fablet
,
M Lopez-Radcenco
,
Said Ouala
,
R Lguensat
,
L Gómeznavarro
et al.
"25 Years of Progress in Radar Altimetry" Symposium , 2018, Punta Delgada, Azores, Portugal
Conference papers
hal-01800511v1
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Rafting behaviour of seabirds as a proxy to describe surface ocean currents in the Balearic Sea
A. Sánchez-Román
,
L. Gómez-Navarro
,
Ronan Fablet
,
D. Oro
,
E. Mason
et al.
Journal articles
hal-02005270v1
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Can SWOT Improve the Reconstruction of Sea Level Anomaly Fields? Insights for Data-driven Approaches in the Western Mediterranean Sea
Manuel Lopez Radcenco
,
Ananda Pascual
,
Laura Gomez-Navarro
,
Abdeldjalil Aissa El Bey
,
Bertrand Chapron
et al.
2018
Preprints, Working Papers, ...
hal-01891689v1
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SWOT Spatial Scales in the Western Mediterranean Sea Derived from Pseudo-Observations and an Ad Hoc Filtering
Laura Gomez-Navarro
,
Ronan Fablet
,
Evan Mason
,
Ananda Pascual
,
Baptiste Mourre
et al.
Journal articles
hal-01800494v1
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Data assimilation schemes as a framework for learning dynamical model from partial and noisy observations
Said Ouala
,
Ronan Fablet
,
Duong Nguyen
,
Lucas Drumetz
,
Bertrand Chapron
et al.
EGU 2019 : General Assembly 2019 of the European Geosciences Union , Apr 2019, Vienna, Austria
Conference papers
hal-02110359v1
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Overview of Fine-scale Multiplatform Experiments in the Southwest Mediterranean Sea: Lessons Learnt in the Last Five Years
Ananda Pascual
,
Simon Ruiz
,
Antonio Sánchez-Román
,
Laura Gomez-Navarro
,
Bàrbara Barceló-Llull
et al.
"25 Years of Progress in Radar Altimetry" Symposium , 2018, Punta Delgada, Azores, Portugal
Conference papers
hal-01800516v1
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