72 citations · 417 across the 18 of their papers we have counts for
3 papers · 1 filter
Extreme wave excitation from localized phase-shift perturbations
Yuchen He, Andy Witt, Stefano Trillo +2
The modulation instability is a focusing mechanism responsible for the formation of strong wave localizations not only on the water surface, but also in a variety of nonlinear disp…
Surface Similarity Parameter: A New Machine Learning Loss Metric for Oscillatory Spatio-Temporal Data
Mathies Wedler, Merten Stender, Marco Klein +2
Supervised machine learning approaches require the formulation of a loss functional to be minimized in the training phase. Sequential data are ubiquitous across many fields of rese…
Galilean-transformed solitons and supercontinuum generation in dispersive media
Yuchen He, Guillaume Ducrozet, Norbert Hoffmann +2
The Galilean transformation is a universal operation connecting the coordinates of a dynamical system, which move relative to each other with a constant speed. In the context of ex…