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- Title:
Data Assimilation and Parameter Identification for Water Waves Using the Nonlinear Schrödinger Equation and Physics-Informed Neural Networks
- Document type:
- Zeitschriftenaufsatz
- Author(s):
- Ehlers, Svenja ; Wagner, Niklas A. ; Scherzl, Annamaria ; Klein, Marco ; Hoffmann, Norbert ; Stender, Merten
- Keywords:
- Article ; physics-informed neural network ; hydrodynamic nonlinear Schrödinger equation ; data assimilation ; parameter identification ; inverse problem ; wave surface reconstruction
- Journal title:
- Fluids
- Year:
- 2024
- Journal volume:
- 9
- Journal issue:
- 10
- Fulltext / DOI:
- doi:10.3390/fluids9100231
- Publisher:
- MDPI
- E-ISSN:
- 2311-5521
- Date of publication:
- 01.10.2024
- CC license:
- by, https://creativecommons.org/licenses/by/4.0
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