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Ronan Fablet

10

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cedric-herzet

	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

	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
	Learning stochastic representations of geophysical dynamics Said Ouala , Ronan Fablet , Cédric Herzet , Bertrand Chapron , Ananda Pascual ICASSP 2019 : 44th International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. ⟨10.1109/ICASSP.2019.8682929⟩ Communication dans un congrès hal-02005403v1
	Deep learning models for geophysical spatio-temporal fields reconstruction Said Ouala , Cédric Herzet , Ronan Fablet 50èmes Journées de Statistique, Société Française de Statistique, May 2018, Palaiseau, France Communication dans un congrès hal-01883213v1
	Bilinear residual Neural Network for the identification and forecasting of dynamical systems Ronan Fablet , Said Ouala , Cédric Herzet EUSIPCO 2018 : European Signal Processing Conference, Sep 2018, Rome, Italy. pp.1-5, ⟨10.23919/EUSIPCO.2018.8553492⟩ Communication dans un congrès hal-01686766v1
	Réseaux de neurones artificiels pour la prédiction et la reconstruction de dynamiques océanographiques Said Ouala , Cédric Herzet , Ronan Fablet CFPT 2018 - Conférence Française de Photogrammétrie et de Télédétection, Jun 2018, Marne-la-Vallée, France. pp.1-3 Communication dans un congrès hal-01883211v1
	Sea surface temperature prediction and reconstruction using patch-level neural network representations Said Ouala , Cédric Herzet , Ronan Fablet IGARSS 2018 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2018, Valence, Spain. pp.1-4, ⟨10.1109/IGARSS.2018.8519345⟩ Communication dans un congrès hal-01883209v1

	3DA: Data-Driven Data Assimilation Applications to the Lorenz system and simulated sea surface heights Yicun Zhen , Pierre Tandeo , Stéphanie Leroux , Julien Le Sommer , Sammy Metref EGU 2019 : European Geosciences Union, Apr 2019, Vienna, Austria. pp.1 Poster de conférence hal-02108347v1
	Analog forecasting (AnDA) and large-ensemble ocean simulations to improve satellite-derived gridded products Yicun Zhen , Pierre Tandeo , Stéphanie Leroux , Julien Le Sommer , Pierre Ailliot OceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1 Poster de conférence hal-02156704v1