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Svenja Ehlers
Svenja Ehlers
Hamburg University of Technology
Verified email at tuhh.de - Homepage
Title
Cited by
Cited by
Year
Surface similarity parameter: A new machine learning loss metric for oscillatory spatio-temporal data
M Wedler, M Stender, M Klein, S Ehlers, N Hoffmann
Neural networks 156, 123-134, 2022
42022
Application of machine learning for the generation of tailored wave sequences
M Klein, M Stender, M Wedler, S Ehlers, M Hartmann, N Desmars, ...
International Conference on Offshore Mechanics and Arctic Engineering 85901 …, 2022
32022
Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data
S Ehlers, M Klein, A Heinlein, M Wedler, N Desmars, N Hoffmann, ...
Ocean Engineering 288, 116059, 2023
12023
Data assimilation and parameter identification for water waves using the nonlinear Schr\"{o} dinger equation and physics-informed neural networks
S Ehlers, NA Wagner, A Scherzl, M Klein, N Hoffmann, M Stender
arXiv preprint arXiv:2401.03708, 2024
2024
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Articles 1–4