Data assimilation and parameter identification for water waves using the nonlinear Schrödinger equation and physics-informed neural networks. - Svenja Ehlers; Niklas A. Wagner; Annamaria Scherzl; Marco Klein; Norbert P. Hoffmann; Merten Stender (CoRR, 2024)