Svenja Ehlers

According to our database, Svenja Ehlers authored at least 3 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2024

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

2023

Machine learning for phase-resolved reconstruction of nonlinear ocean wave surface elevations from sparse remote sensing data.

Svenja Ehlers, Marco Klein, Alexander Heinlein, Mathies Wedler, Nicolas Desmars, Norbert P. Hoffmann, Merten Stender

CoRR, 2023

2022

Surface similarity parameter: A new machine learning loss metric for oscillatory spatio-temporal data.

Mathies Wedler, Merten Stender, Marco Klein, Svenja Ehlers, Norbert P. Hoffmann

Neural Networks, 2022