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Ronan Fablet

11

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853729

	Learning Latent Dynamics for Partially-Observed Chaotic Systems Said Ouala , Duong Nguyen , Lucas Drumetz , Bertrand Chapron , Ananda Pascual Chaos: An Interdisciplinary Journal of Nonlinear Science, 2020, 30 (10), ⟨10.1063/5.0019309⟩ Article dans une revue hal-02274705v1
	Intercomparison of data-driven and learning-based interpolations of along-track Nadir and wide-swath Swot altimetry observations Maxime Beauchamp , Ronan Fablet , Clément Ubelmann , Maxime Ballarotta , Bertrand Chapron Remote Sensing, 2020, 12 (22), pp.3806. ⟨10.3390/rs12223806⟩ Article dans une revue hal-02931892v2
	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 Remote Sensing, 2018, 10 (12), pp.1864. ⟨10.3390/rs10121864⟩ Article dans une revue hal-01896654v1
	Interpolation varationnelle de séquences multimodales d'images satellitaires de l'océan Sileye Ba , Thomas Corpetti , Bertrand Chapron , Ronan Fablet Traitement du Signal, 2013, 29 (3), pp.433-440 Article dans une revue hal-01102980v1

	Learning ocean dynamical priors from noisy data using assimilation-derived neural nets Said Ouala , Duong Nguyen , Cédric Herzet , Lucas Drumetz , Bertrand Chapron IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-3, ⟨10.1109/IGARSS.2019.8900345⟩ Communication dans un congrès hal-02285693v1
	Sea surface dynamics reconstruction using neural networks based kalman filter Said Ouala , Ronan Fablet , Cedric Herzet , Lucas Drumetz , Bertrand Chapron IGARSS 2019 - International Geoscience and remote Sensing Symposium, Jul 2019, Yokohama, Japan. pp.1-5, ⟨10.1109/IGARSS.2019.8898086⟩ Communication dans un congrès hal-02285697v1
	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 EGU 2019 : General Assembly 2019 of the European Geosciences Union, Apr 2019, Vienna, Austria Communication dans un congrès hal-02110359v1
	Champs Gaussiens conditionnels pour la modélisation inter-échelle de textures : Application à la super-résolution en télédétection satellitaire de l'océan Brahim Boussidi , Ronan Fablet , Bertrand Chapron , Emmanuelle Autret Reconnaissance de Formes et Intelligence Artificielle (RFIA) 2014, Jun 2014, France Communication dans un congrès hal-00990979v1

	Neural embedding for closure models Ronan Fablet , Said Ouala , Bertrand Chapron CI'2022: 11th International Conference on Climate Informatics, May 2022, Asheville (North carolina), United States Poster de conférence hal-04231187v1
	End-To-End Kalman Filter In A High Dimensional Linear Embedding Of The Observations Said Ouala , Ronan Fablet , Bertrand Chapron CI'2022: 11th International Conference on Climate Informatics, May 2022, Asheville (North carolina), United States Poster de conférence hal-04231191v1

	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 2018 Pré-publication, Document de travail hal-01891689v1