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  • 1-10 ل  18 نتائج ل ""System simulation""

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Collection : Archives Ouvertes Hal Imt Atlantique
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Academic Journal

On‐line machine‐learning forecast uncertainty estimation for sequential data assimilation

Subjects: covariance estimation; data assimilation; neural network

  • Source: ISSN: 0035-9009.

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Academic Journal

CLOINet: ocean state reconstructions through remote-sensing, in-situ sparse observations and deep learning

Subjects: deep-learning; ocean; remote-sensing

  • Source: ISSN: 2296-7745 ; Frontiers in Marine Science ; https://hal.science/hal-04536436 ; Frontiers in Marine Science, 2024, 11, pp.1151868. ⟨10.3389/fmars.2024.1151868⟩.

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Academic Journal

Reconstructing the Ocean State Using Argo Data and a Data-Driven Method

Subjects: [SDU.OCEAN]Sciences of the Universe [physics]/Ocean; Atmosphere

  • Source: ISSN: 0739-0572.

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Academic Journal

4DVarNet-SSH: end-to-end learning of variational interpolation schemes for nadir and wide-swath satellite altimetry

Subjects: [MATH]Mathematics [math]

  • Source: ISSN: 1991-9603.

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Academic Journal

Ensemble-based 4DVarNet uncertacinty quantification for the reconstruction of sea surface height dynamics

Subjects: data assimilation; end-to-end learning; ensemble-based method

  • Source: EISSN: 2634-4602 ; Environmental Data Science ; https://imt-atlantique.hal.science/hal-04147805 ; Environmental Data Science, 2023, 2, pp.e18. ⟨10.1017/eds.2023.19⟩

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Academic Journal

4DVarNet-SSH: end-to-end learning of variational interpolation schemes for nadir and wide-swath satellite altimetry

Subjects: [MATH]Mathematics [math]

  • Source: ISSN: 1991-9603.

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Report

Online machine-learning forecast uncertainty estimation for sequential data assimilation

Subjects: Atmospheric and Oceanic Physics (physics.ao-ph); Artificial Intelligence (cs.AI); Machine Learning (cs.LG)

  • Source: https://imt-atlantique.hal.science/hal-04195361 ; 2023.

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Academic Journal

End-to-End Neural Interpolation of Satellite-Derived Sea Surface Suspended Sediment Concentrations

Subjects: interpolation; data-driven models; neural networks

  • Source: ISSN: 2072-4292 ; Remote Sensing ; https://imt-atlantique.hal.science/hal-03754023 ; Remote Sensing, 2022, 14 (16), pp.1-16. ⟨10.3390/rs14164024⟩.

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Conference

End-to-End Learning of Variational Interpolation Schemes for Satellite-Derived SSH Data

Subjects: satellite altimetry; sea surface dynamics; space-time interpolationBrussels; France

  • Source: 2021 IEEE International Geoscience and Remote Sensing Symposium IGARSSIGARSS 2021: IEEE International Geoscience and Remote Sensing Symposium

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Conference

End-to-end physics-informed representation learning from and for satellite ocean remote sensing data

Subjects: Space oceanography; satellite altimetry; sea surface dynamicsNice; FranceNice, France

  • Source: XXIV ISPRS 2021 : Intenational Society for Photogrammetry and Remote Sensing Congress ; https://hal.science/hal-03189218 ; XXIV ISPRS 2021 : Intenational Society for Photogrammetry and Remote Sensing

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  • 1-10 ل  18 نتائج ل ""System simulation""