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Scott A. Martin

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Review Open access Sep 2026

Deep Learning to Infer Ocean Dynamics.

Recent progress in applying deep learning to ocean dynamics is reviewed, including spatiotemporal interpolation of satellite and in situ data, estimation of unobserved ocean variables, neural data assimilation, ocean forecasting, and the development of eddy parameterizations for hybrid models.

G. Manucharyan, Scott A. Martin, D. Balwada et al. · 0 citations

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