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Ronan Fablet

École nationale supérieure des télécommunications de Bretagne
IFREMER
Institut Mines-Télécom

363

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2736

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Multimodal learning-based inversion models for the space-time reconstruction of satellite-derived geophysical fields.

2022 CoRR
- Ronan Fablet
- Bertrand Chapron
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Bounded nonlinear forecasts of partially observed geophysical systems with physics-constrained deep learning.

2022 CoRR
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<italic>GeoTrackNet</italic>—A Maritime Anomaly Detector Using Probabilistic Neural Network Representation of AIS Tracks and <italic>A Contrario</italic> Detection

2022 IEEE Transactions on Intelligent Transportation Systems
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A posteriori learning for quasi-geostrophic turbulence parametrization.

2022 CoRR
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Semantic Segmentation of Metoceanic Processes Using SAR Observations and Deep Learning.

2022 Remote. Sens.
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End-to-End Learning of Variational Interpolation Schemes for Satellite-Derived SSH Data

2021 IGARSS | International Geoscience and Remote Sensing Symposium
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Deep learning approach to reconstruct satellite ocean color time series in the global ocean

2021
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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

2021 ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences
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Data-Driven Spatio-Temporal Interpolation of Sea Surface Sediment Concentration from Satellite-Derived Data: An OSSE Case-Study in the Bay of Biscay

2021 IGARSS | International Geoscience and Remote Sensing Symposium
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TrAISformer-A generative transformer for AIS trajectory prediction.

2021 arXiv: Artificial Intelligence
- Duong Nguyen
- Ronan Fablet
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