Physics-informed neural networks for phase-resolved data assimilation and prediction of nonlinear ocean waves

Svenja Ehlers, Norbert Hoffmann, Tianning Tang +5

The assimilation and prediction of phase-resolved surface gravity waves are critical challenges in ocean science and engineering. Potential flow theory (PFT) has been widely employ…