206 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of Duisburg-EssenDE3 papers
- Helmholtz-Zentrum HereonDE2 papers
- Baden-Wuerttemberg Cooperative State UniversityDE1 paper
- Entwicklungszentrum für Schiffstechnik und TransportsystemeDE1 paper
- Leibniz Institute for Baltic Sea Research WarnemündeDE1 paper
- Shanghai Jiao Tong UniversityCN1 paper
- Universität HamburgDE1 paper
- University of GenevaCH1 paper
- University of StuttgartDE1 paper
6 papers
Towards Explainable Deep Learning for Ship Trajectory Prediction in Inland Waterways
Tom Legel, Dirk Söffker, Roland Schätzle +1
Accurate predictions of ship trajectories in crowded environments are essential to ensure safety in inland waterways traffic. Recent advances in deep learning promise increased acc…
Symmetric influence of forward and opposing tidal currents on rogue wave statistics
Saulo Mendes, Ina Teutsch, Jérôme Kasparian
Rogue waves are associated with various ocean processes, both at the coast and in the open ocean. In either zone, inhomogeneities in the wave field caused by shoaling, crossing sea…
Improved context-sensitive transformer model for inland vessel trajectory prediction
Kathrin Donandt, Karim Böttger, Dirk Söffker
Physics-related and model-based vessel trajectory prediction is highly accurate but requires specific knowledge of the vessel under consideration which is not always practical. Mac…
Incorporating Navigation Context into Inland Vessel Trajectory Prediction: A Gaussian Mixture Model and Transformer Approach
Kathrin Donandt, Dirk Söffker
Using data sources beyond the Automatic Identification System to represent the context a vessel is navigating in and consequently improve situation awareness is still rare in machi…
DuMu 3 -- an open-source simulator for solving flow and transport problems in porous media with a focus on model coupling
Timo Koch, Dennis Gläser, Kilian Weishaupt +21
We present version 3 of the open-source simulator for flow and transport processes in porous media DuMu. DuMu is based on the modular C++ framework Dune (Dist…
Modular System for Shelves and Coasts (MOSSCO v1.0) - a flexible and multi-component framework for coupled coastal ocean ecosystem modelling
Carsten Lemmen, Richard Hofmeister, Knut Klingbeil +5
Shelf and coastal sea processes extend from the atmosphere through the water column and into the sea bed. These processes are driven by physical, chemical, and biological interacti…