Rapid Phase-Resolved Prediction of Nonlinear Dispersive Waves Using Machine Learning

Fazlolah Mohaghegh, Mohammad-Reza Alam, Jayathi Murthy

In this paper, we show that a revised convolutional recurrent neural network (CRNN) can decrease, by orders of magnitude, the time needed for the phase-resolved prediction of waves…