133 citations · 151 across the 2 of their papers we have counts for
2 papers
physics.ao-ph2025★ 18 cited
Artificial neural networks ensemble methodology to predict significant wave height
Felipe Crivellaro Minuzzi, Leandro Farina
The forecast of wave variables are important for several applications that depend on a better description of the ocean state. Due to the chaotic behaviour of the differential equat…
physics.ao-ph2022★ 133 cited
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…