Christian Nauck

Orcid: 0000-0003-1972-9654

According to our database¹, Christian Nauck authored at least 10 papers between 2021 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2026

Learning Dynamic Stability Landscapes in Synchronization Networks.

[BibT_eX]

[DOI]

CoRR, May, 2026

Network Measure-Enriched GNNs: A New Framework for Power Grid Stability Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., January, 2026

Assessing Explanations of Graph Neural Networks for Dynamic Stability Assessment of Power Grids.

[BibT_eX]

[DOI]

Proceedings of the 2026 ACM Sustainability Week, 2026

2024

Domain-independent detection of known anomalies.

[BibT_eX]

[DOI]

CoRR, 2024

Predicting Fault-Ride-Through Probability of Inverter-Dominated Power Grids using Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Predicting Instability in Complex Oscillator Networks: Limitations and Potentials of Network Measures and Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Dirac–Bianconi Graph Neural Networks – Enabling Non-Diffusive Long-Range Graph Predictions.

[BibT_eX]

[DOI]

Proceedings of the Geometry-grounded Representation Learning and Generative Modeling Workshop (GRaM) at ICML 2024, 2024

2022

Towards dynamic stability analysis of sustainable power grids using graph neural networks.

[BibT_eX]

[DOI]

CoRR, 2022

Dynamic stability of power grids - new datasets for Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2022

2021

Predicting Dynamic Stability of Power Grids using Graph Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Christian Nauck

Timeline

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On csauthors.net:

Bibliography

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