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.
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
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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.
Conference poster
hal-01355266v1
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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
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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
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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
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
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A Comparative Study of Sparse Associative Memories
Vincent Gripon
,
Judith Heusel
,
Matthias Löwe
,
Franck Vermet
Journal articles
hal-01374657v1
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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
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 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.
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
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
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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.
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
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