Christian Nauck

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 7

Top Topics

Machine Learning

Environmentally Friendly

Sparsely Connected

Top Venues

Publications

Christian Nauck, Anna Büttner, Sebastian Liemann, Frank Hellmann, Michael Lindner
Predicting Fault-Ride-Through Probability of Inverter-Dominated Power Grids using Machine Learning. CoRR (2024)
Christian Nauck, Michael Lindner, Nora Molkenthin, Jürgen Kurths, Eckehard Schöll, Jörg Raisch, Frank Hellmann
Predicting Instability in Complex Oscillator Networks: Limitations and Potentials of Network Measures and Machine Learning. CoRR (2024)
Jonas Bühler, Jonas Fehrenbach, Lucas Steinmann, Christian Nauck, Marios Koulakis
Domain-independent detection of known anomalies. CoRR (2024)
Christian Nauck, Rohan Gorantla, Michael Lindner, Konstantin Schürholt, Antonia S. J. S. Mey, Frank Hellmann
Dirac-Bianconi Graph Neural Networks - Enabling Non-Diffusive Long-Range Graph Predictions. CoRR (2024)
Christian Nauck, Michael Lindner, Konstantin Schürholt, Frank Hellmann
Towards dynamic stability analysis of sustainable power grids using graph neural networks. CoRR (2022)
Christian Nauck, Michael Lindner, Konstantin Schürholt, Frank Hellmann
Dynamic stability of power grids - new datasets for Graph Neural Networks. CoRR (2022)
Christian Nauck, Michael Lindner, Konstantin Schürholt, Haoming Zhang, Paul Schultz, Jürgen Kurths, Ingrid Isenhardt, Frank Hellmann
Predicting Dynamic Stability of Power Grids using Graph Neural Networks. CoRR (2021)