LSTM networks are trained on 2002-2003 NOAA current data to predict u and v velocity components, with analysis of how training set size affects prediction error and spectral content.
Bayındır, Early detection of rogue waves by the wavelet transforms, Phys
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Predicting the Ocean Currents using Deep Learning
LSTM networks are trained on 2002-2003 NOAA current data to predict u and v velocity components, with analysis of how training set size affects prediction error and spectral content.