45 citations · 55 across the 6 of their papers we have counts for
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physics.flu-dyn2021★ 1 cited
Recurrent-type Neural Networks for Real-time Short-term Prediction of Ship Motions in High Sea State
Danny D'Agostino, Andrea Serani, Frederick Stern +1
The prediction capability of recurrent-type neural networks is investigated for real-time short-term prediction (nowcasting) of ship motions in high sea state. Specifically, the pe…
math.DS2021★ 2 cited
Data-driven Modelling of Ship Maneuvers in Waves via Dynamic Mode Decomposition
Matteo Diez, Andea Serani, Emilio F. Campana +1
A data-driven and equation-free approach is proposed and discussed to model ships maneuvers in waves, based on the dynamic mode decomposition (DMD). DMD is a dimensionality-reducti…