@article{physicsinformedneuralnetworksforphase1, title = {Physics-informed neural networks for phase-resolved data assimilation and prediction of nonlinear ocean waves}, author = {Svenja Ehlers and Norbert Hoffmann and Tianning Tang and Adrian H. Callaghan and Rui Cao and Enrique M. Padilla and Yuxin Fang and Merten Stender}, year = {2025}, eprint = {2501.08430}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.08430v1}, }