A deep learning approach to predict significant wave height using long short-term memory

Felipe C. Minuzzi, Leandro Farina

We present a framework for forecasting significant wave height on the Southwestern Atlantic Ocean using the long short-term memory algorithm (LSTM), trained with the ERA5 database…