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Structure: Internal structure identifier : 206188
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Data-driven Reconstruction of Partially Observed Dynamical Systems

Pierre Tandeo , Pierre Ailliot , Florian Sévellec
2022
Preprints, Working Papers, ... hal-03877235v1
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A Review of Innovation-Based Methods to Jointly Estimate Model and Observation Error Covariance Matrices in Ensemble Data Assimilation

Pierre Tandeo , Pierre Ailliot , Marc Bocquet , Alberto Carrassi , Takemasa Miyoshi et al.
Monthly Weather Review, 2020, 148 (10), pp.3973-3994. ⟨10.1175/MWR-D-19-0240.1⟩
Journal articles hal-02922301v1
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Non-negative Decomposition of Geophysical Dynamics

Manuel Lopez Radcenco , Ronan Fablet , Abdeldjalil Aissa El Bey , Pierre Ailliot
GODAE OceanView International School 2017, Oct 2017, Palma, Spain
Conference poster hal-01739801v1

Using archived datasets for missing data interpolation in ocean remote sensing observation series

Redouane Lguensat , Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Bertrand Chapron et al.
OCEANS 2016 - Shangai : MTS/IEEE international conference, Apr 2016, Shanghai, China. IEEE/MTS, pp.1 - 6, ⟨10.1109/OCEANSAP.2016.7485433⟩
Conference poster hal-01355266v1

Le rôle optique du frustule des diatomées

Pierre-Emmanuel Durand , Kevin Heggarty
QUATORZIÈME COLLOQUE INTERNATIONAL FRANCOPHONE DU CLUB CMOI/SFO Méthodes et Techniques Optiques pour l’Industrie, CMOI/SFO, Nov 2015, Pleumeur-Bodou, France
Conference papers hal-01266947v1

Narrowing uncertainties in climate projections using data science tools

Pierre Tandeo , Pierre Ailliot , Christophe Bello , Bertrand Chapron , Trang Chau et al.
3rd joint RIKEN & IMT-Atlantique workshop on Statistical Modeling and Machine Learning in Meteorology and Oceanography, Apr 2021, Brest, France
Conference papers hal-03279029v1

Subspace Detours Meet Gromov-Wasserstein

Clément Bonet , Titouan Vayer , Nicolas Courty , François Septier , Lucas Drumetz et al.
Algorithms, 2021, Special Issue Optimal Transport: Algorithms and Applications, 14, pp.1-29. ⟨10.3390/a14120366⟩
Journal articles hal-03500536v1
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Ocean surface current retrieval using a non homogeneous Markov-switching multi-regime model

Pierre Tandeo , Ronan Fablet , Pierre Ailliot
ICIP 2014 : 21st IEEE International Conference on Image Processing, Oct 2014, Paris, France. pp.2968 - 2972, ⟨10.1109/ICIP.2014.7025600⟩
Conference papers hal-01188818v1
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An Exemplar-based Hidden Markov Model framework for nonlinear state-space models

Redouane Lguensat , Ronan Fablet , Pierre Ailliot , Pierre Tandeo
EUSIPCO 2016 : European Signal Processing Conference, Aug 2016, Budapest, Hungary. pp.1 - 5, ⟨10.1109/EUSIPCO.2016.7760667⟩
Conference papers hal-01444213v1
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The Analog Ensemble Kalman Filter and Smoother

Pierre Tandeo , Pierre Ailliot , Ronan Fablet , Juan Ruiz , François Rousseau et al.
CI 2014 : 4th International Workshop on Climate Informatics, Sep 2014, Boulder, United States
Conference papers hal-01188825v1
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Geometry-preserving lie group integrators for differential equations on the manifold of symmetric positive definite matrices

Lucas Drumetz , Alexandre Reiffers-Masson , Naoufal El Bekri , Franck Vermet
2022
Preprints, Working Papers, ... hal-03815325v2
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Non-parametric Ensemble Kalman methods for the inpainting of noisy dynamic textures

Redouane Lguensat , Pierre Tandeo , Ronan Fablet , Pierre Ailliot
ICIP 2015 : IEEE International Conference on Image Processing, Sep 2015, Québec City, Canada. pp.2488-2492, ⟨10.1109/ICIP.2015.7351615⟩
Conference papers hal-01271173v1
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Non-negative decomposition of linear relationships: application to multi-source ocean remote sensing data

Manuel Lopez Radcenco , Abdeldjalil Aissa El Bey , Pierre Ailliot , Pierre Tandeo , Ronan Fablet et al.
41st IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2016), Mar 2016, Shanghai, China. pp.4179-4183, ⟨10.1109/ICASSP.2016.7472464⟩
Conference papers hal-01298201v1
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Analog Data Assimilation for the Selection of Suitable General Circulation Models

Juan Ruiz , Pierre Ailliot , Pierre Le Bras , Valérie Monbet , Florian Sévellec et al.
2022
Preprints, Working Papers, ... hal-03685531v1
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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 et al.
OceanPredict '19 - GODAE OceanView Symposium, May 2019, Halifax, Canada. pp.1
Conference poster hal-02156704v1

A Comparative Study of Sparse Associative Memories

Vincent Gripon , Judith Heusel , Matthias Löwe , Franck Vermet
Journal of Statistical Physics, 2016, 164 (1), pp.105 - 129. ⟨10.1007/s10955-016-1530-z⟩
Journal articles hal-01374657v1

Sliced-Wasserstein Gradient Flows

Clément Bonet , Nicolas Courty , François Septier , Lucas Drumetz
2021
Preprints, Working Papers, ... hal-03426809v1
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Décomposition Non-négative de Dynamiques Géophysiques

Manuel Lopez Radcenco , Abdeldjalil Aissa El Bey , Pierre Ailliot , Ronan Fablet
GRETSI 2017 : 26ème colloque du Groupement de Recherche en Traitement du Signal et des Images, Sep 2017, Juan-Les-Pins, France
Conference papers hal-01611337v1
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Non-negative decomposition of geophysical dynamics

Manuel Lopez Radcenco , Abdeldjalil Aissa El Bey , Pierre Ailliot , Ronan Fablet
ESANN 2017 : 25th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2017, Bruges, Belgium
Conference papers hal-01596464v1
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Selection of dynamical model using analog data assimilation

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Valérie Monbet , Pierre Tandeo et al.
Climate Informatics 2020, Sep 2020, Oxford, United Kingdom
Conference papers hal-02927329v1
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Comparison of simulation-based algorithms for parameter estimation and state reconstruction in nonlinear state-space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet , Pierre Tandeo
Discrete and Continuous Dynamical Systems - Series S, 2022, pp.1-24. ⟨10.3934/dcdss.2022054⟩
Journal articles hal-03616079v1
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Non-negative Decomposition of Sea Surface Dynamics from Multi-source Ocean Remote Sensing Data

Manuel Lopez Radcenco , Abdeldjalil Aissa El Bey , Pierre Ailliot , Pierre Tandeo , Ronan Fablet et al.
ACO 2016 : A connected ocean: new approaches, new technologies, new challenges for knowledge of ocean processes, Oct 2016, Brest, France. 52, 2016
Conference poster hal-01611018v1
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Using local dynamics to explain analog forecasting of chaotic systems

Paul Platzer , Pascal Yiou , Philippe Naveau , Pierre Tandeo , Jean-François Filipot et al.
Journal of the Atmospheric Sciences, 2021, 78 (7), pp.2117-2133. ⟨10.1175/JAS-D-20-0204.1⟩
Journal articles hal-02902685v1
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The analog data assimilation: application to 20 years of altimetric data

Pierre Tandeo , Pierre Ailliot , Bertrand Chapron , Redouane Lguensat , Ronan Fablet et al.
CI 2015 : 5th International Workshop on Climate Informatics, Sep 2015, Boulder, United States. pp.1 - 2, ⟨10.13140/RG.2.1.4030.5681⟩
Conference papers hal-01356222v1
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Locally-adapted convolution-based super-resolution of irregularly-sampled ocean remote sensing data

Manuel Lopez Radcenco , Ronan Fablet , Abdeldjalil Aissa El Bey , Pierre Ailliot
ICIP 2017 : IEEE International Conference on Image Processing, Sep 2017, Beijing, China. ⟨10.1109/ICIP.2017.8297095⟩
Conference papers hal-01735256v2
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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 et al.
EGU 2019 : European Geosciences Union, Apr 2019, Vienna, Austria. pp.1
Conference poster hal-02108347v1
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Hidden surface dynamical modes and SSH retrievals from a joint analysis of altimetry and microwave SST

Pierre Tandeo , Ronan Fablet , Pierre Ailliot
IGARSS 20104 : IEEE International Geoscience and Remote Sensing Symposium, Jul 2014, Quebec, Canada. pp.5123 - 5125, ⟨10.1109/IGARSS.2014.6947650⟩
Conference papers hal-01188830v1
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An efficient particle-based method for maximum likelihood estimation in nonlinear state-space models

Thi Tuyet Trang Chau , Pierre Ailliot , Valérie Monbet , Pierre Tandeo
2018
Preprints, Working Papers, ... hal-01708631v3

COmmunication and WORKload analyses to study the COllective WORK of fighter pilots: the COWORK2 method

Julie Lassalle , Philippe Rauffet , Baptiste Leroy , Clément Guérin , Christine Chauvin et al.
Cognition, Technology and Work, 2017, ⟨10.1007/s10111-017-0420-8⟩
Journal articles hal-01551088v1
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Combining analog method and ensemble data assimilation: application to the Lorenz-63 chaotic system

Pierre Tandeo , Pierre Ailliot , Juan Ruiz , Alexis Hannart , Bertrand Chapron et al.
Machine Learning and Data Mining Approaches to Climate Science: proceedings of the 4th International Workshop on Climate Informatics, Springer, pp.3-12, 2015, 978-3-319-17219-4. ⟨10.1007/978-3-319-17220-0_1⟩
Book sections hal-01202496v1