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Stochastic modeling of mesoscale eddies in oceanic dynamics

Long Li , Werner Bauer , Etienne Mémin
Workshop on Frontiers of Uncertainty Quantification in Fluid Dynamics, Sep 2019, Pisa, Italy
Conference papers hal-02708167v1
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Image data assimilation with filtering methods

Anne Cuzol , Jean-Louis Marchand , Etienne Mémin
Journal de la Société Française de Statistique, 2015, 156 (1), pp.169-179
Journal articles hal-01074991v2
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Transport along stochatic flows in fluid dynamics

Valentin Resseguier , Etienne Mémin , Bertrand Chapron
Workshop - Statistical methods for dynamical stochastic models - DYNSTOCH 2016, Jun 2016, Rennes, France
Conference papers hal-01377723v1
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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

Optimal Kernel-Based Dynamic Mode Decomposition

Patrick Héas , Cédric Herzet
2017
Preprints, Working Papers, ... hal-01634542v1
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Atom selection in continuous dictionaries : reconciling polar and SVD approximations

Frédéric Champagnat , Cédric Herzet
ICASSP 2019 - IEEE International Conference on Acoustics, Speech, and Signal Processing, May 2019, Brighton, United Kingdom. pp.5516-5520, ⟨10.1109/ICASSP.2019.8683402⟩
Conference papers hal-02059703v1
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Efficient atom selection strategy for iterative sparse approximations

Clément Dorffer , Angélique Drémeau , Cédric Herzet
iTWIST 2018 - International Traveling Workshop on Interactions between low-complexity data models and Sensing Techniques, Nov 2018, Marseille, France. pp.1-3
Conference papers hal-01937501v1
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Ensemble forecasts in reproducing kernel Hilbert space family: dynamical systems in Wonderland

Berenger Hug , Etienne Mémin , Gilles Tissot
2022
Preprints, Working Papers, ... hal-03740500v1

Joint learning of variational data assimilation models and solvers

Ronan Fablet , Lucas Drumetz , François Rousseau , Olivier Pannekoucke , Bertrand Chapron et al.
ECMWF-ESA 2020 - Workshop on Machine Learning for Earth System Observation and Prediction, Oct 2020, Reading, United Kingdom
Conference papers hal-02927356v1
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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
Conference papers 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⟩
Conference papers hal-01883209v1
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Region-based relaxations to accelerate greedy approaches

Clément Dorffer , Cédric Herzet , Angélique Drémeau
27th European Signal Processing Conference, EUSIPCO 2019, Sep 2019, La Corogne, Spain. ⟨10.23919/EUSIPCO.2019.8902669⟩
Conference papers hal-02059649v1