A reservoir computer trained on one type of nonlinear wave can forecast rogue waves in different, unseen wave fields for a short horizon, especially when combined with periodic data assimilation and norm rescaling.
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Model-free Forecasting of Rogue Waves using Reservoir Computing
A reservoir computer trained on one type of nonlinear wave can forecast rogue waves in different, unseen wave fields for a short horizon, especially when combined with periodic data assimilation and norm rescaling.