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Ronan Fablet

4
Documents

Publications

959777
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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
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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

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
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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