Rezultati pretrage - R. Fablet

PDE-NetGen 1.0: from symbolic partial differential equation (PDE) representations of physical processes to trainable neural network representations od O. Pannekoucke, R. Fablet

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Predicting particle catchment areas of deep-ocean sediment traps using machine learning od T. Picard, J. Gula, J. Gula, J. Gula, R. Fablet, R. Fablet, J. Collin, L. Mémery

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Learning‐Based Calibration of Ocean Carbon Models to Tackle Physical Forcing Uncertainties and Observation Sparsity od J. Littaye, R. Fablet, L. Memery

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Uncertainty Quantification When Learning Dynamical Models and Solvers With Variational Methods od N. Lafon, R. Fablet, P. Naveau

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4DVarNet-SSH: end-to-end learning of variational interpolation schemes for nadir and wide-swath satellite altimetry od M. Beauchamp, Q. Febvre, H. Georgenthum, R. Fablet

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Inversion of Sea Surface Currents From Satellite‐Derived SST‐SSH Synergies With 4DVarNets od R. Fablet, B. Chapron, J. Le Sommer, F. Sévellec

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Training Neural Mapping Schemes for Satellite Altimetry With Simulation Data od Q. Febvre, J. Le Sommer, C. Ubelmann, R. Fablet

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END-TO-END PHYSICS-INFORMED REPRESENTATION LEARNING FOR SATELLITE OCEAN REMOTE SENSING DATA: APPLICATIONS TO SATELLITE ALTIMETRY AND SEA SURFACE CURRENTS od R. Fablet, M. M. Amar, Q. Febvre, M. Beauchamp, B. Chapron

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Learning Variational Data Assimilation Models and Solvers od R. Fablet, B. Chapron, L. Drumetz, E. Mémin, O. Pannekoucke, F. Rousseau

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Estimating the variability of deep-ocean particle flux collected by sediment traps using satellite data and machine learning od T. Picard, C. A. Baker, J. Gula, J. Gula, R. Fablet, L. Mémery, R. Lampitt

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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 od E. Pauthenet, L. Bachelot, K. Balem, G. Maze, A.-M. Tréguier, F. Roquet, R. Fablet, P. Tandeo

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Integrating wide-swath altimetry data into Level-4 multi-mission maps od M. Ballarotta, C. Ubelmann, V. Bellemin-Laponnaz, F. Le Guillou, G. Meda, C. Anadon, A. Laloue, A. Delepoulle, Y. Faugère, M.-I. Pujol, R. Fablet, G. Dibarboure

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