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Structure: Internal structure identifier : 30429
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Data-driven Reconstruction of Partially Observed Dynamical Systems

Pierre Tandeo , Pierre Ailliot , Florian Sévellec
2022
Preprints, Working Papers, ... hal-03877235v1

Lab in Virtuo : un Environnement Virtuel Intelligent pour l’histoire et le patrimoine des paysages culturels industriels

Ronan Querrec , Sylvain Laubé , Serge Garlatti , Nicolas Richard , Marie-Morgane Abiven et al.
Inrap. Archéologie : Imagerie numérique et 3D, Jun 2018, Rennes, France. , Séminaires scientifiques et techniques de l’Inrap, 2019
Conference poster hal-02100319v1

Strike-Alert: Towards Real-time, High Resolution Navigational Software for Whale Avoidance

Bénédicte Madon , Romain David , Linwood Linwood H. Pendleton , René Garello , Ronan Fablet et al.
SUSTECH 2017 : 5th annual IEEE Conference on Technologies for Sustainability, Nov 2017, Phoenix, United States. ⟨10.1109/SusTech.2017.8333534⟩
Conference papers hal-01623903v1
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Neural network based generation of 1-dimensional stochastic fields with turbulent velocity statistics

Carlos Granero-Belinchon
2022
Preprints, Working Papers, ... hal-03861273v1

Inversion of sea surface currents from satellite-derived SST-SSH synergies with 4DVarNets

Ronan Fablet , Bertrand Chapron , Julien Le Sommer , Florian Sévellec
2023
Preprints, Working Papers, ... hal-03928366v1
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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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A posteriori learning for quasi‐geostrophic turbulence parametrization

Hugo Frezat , Julien Le Sommer , Ronan Fablet , Guillaume Balarac , Redouane Lguensat et al.
Journal of Advances in Modeling Earth Systems, 2022, pp.1-35. ⟨10.1029/2022MS003124⟩
Journal articles hal-03808230v1
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Four-dimensional temperature, salinity and mixed-layer depth in the Gulf Stream, reconstructed from remote-sensing and in situ observations with neural networks

Etienne Pauthenet , Loïc Bachelot , Kevin Balem , Guillaume Maze , Anne-Marie Tréguier et al.
Ocean Science, 2022, 18 (4), pp.1221 - 1244. ⟨10.5194/os-18-1221-2022⟩
Journal articles hal-03762091v1

Multimodal 4DVarNets for the reconstruction of sea surface dynamics from SST-SSH synergies

Ronan Fablet , Quentin Febvre , Bertrand Chapron
2023
Preprints, Working Papers, ... hal-03928368v1
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Des graphèmes à la langue et à la connaissance

Yannis Haralambous
Intelligence artificielle [cs.AI]. Université de Bretagne Occidentale, 2020
Habilitation à diriger des recherches tel-02986651v1
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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

Learning Neural Optimal Interpolation Models and Solvers

Maxime Beauchamp , Joseph Thompson , Hugo Georgenthum , Quentin Febvre , Ronan Fablet et al.
2023
Preprints, Working Papers, ... hal-03928369v1
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Machine Learning and Visualization tools for Cyberattack Detection

Robin Duraz , David Espes , Julien Francq , Sandrine Vaton
RESSI 2022 : Rendez-vous de la Recherche et de l'Enseignement de la Sécurité des Systèmes d'Information, May 2022, Chambon-sur-Lac, France
Conference papers hal-03647627v1
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Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning

Aurélien Colin , Ronan Fablet , Pierre Tandeo , Romain Husson , Charles Peureux et al.
Remote Sensing, 2022, 14 (4), pp.851. ⟨10.3390/rs14040851⟩
Journal articles hal-03616058v1
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A new Segmentation Method for Integrated ICS

Khaoula Es-Salhi , David Espes , Nora Cuppens
PST 2017 : 15th International Conference on Privacy, Security and Trust, Aug 2017, Calgary, Canada. ⟨10.1109/PST.2017.00020⟩
Conference papers hal-01872432v1
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Two-dimensional structure functions for characterizing convective rolls in the marine atmospheric boundary layer from Sentinel-1 SAR images

Carlos Granero-Belinchon , Stéphane G. Roux , Nicolas B. Garnier , Pierre Tandeo , Bertrand Chapron et al.
Remote Sensing Letters, 2022, 13 (9), pp.946-957. ⟨10.1080/2150704X.2022.2112107⟩
Journal articles hal-03576400v2
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Evaluation of Machine Learning Techniques for Forecast Uncertainty Quantification

Maximiliano Sacco , Juan Ruiz , Manuel Pulido , Pierre Tandeo
Quarterly Journal of the Royal Meteorological Society, In press, ⟨10.1002/qj.4362⟩
Journal articles hal-03685523v1
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Using generative adversarial networks (GAN) to simulate central-place foraging trajectories

Amédée Roy , Ronan Fablet , Sophie Lanco Bertrand
Methods in Ecology and Evolution, 2022, 13 (6), pp.1275-1287. ⟨10.1111/2041-210X.13853⟩
Journal articles hal-03669627v1
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Analog data assimilation for the selection of suitable general circulation models

Juan Ruiz , Pierre Ailliot , Thi Tuyet Trang Chau , Pierre Le Bras , Valérie Monbet et al.
Geoscientific Model Development, 2022, 15, pp.7203-7220. ⟨10.5194/gmd-15-7203-2022⟩
Journal articles insu-03868833v1
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End-to-End Neural Interpolation of Satellite-Derived Sea Surface Suspended Sediment Concentrations

Jean-Marie Vient , Ronan Fablet , Frédéric Jourdin , Christophe Delacourt
Remote Sensing, 2022, 14 (16), pp.1-16. ⟨10.3390/rs14164024⟩
Journal articles hal-03754023v1