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Christian Nauck

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

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Jul 17, 2024
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Domain-independent detection of known anomalies

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Jul 03, 2024
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Predicting Fault-Ride-Through Probability of Inverter-Dominated Power Grids using Machine Learning

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Jun 13, 2024
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Predicting Instability in Complex Oscillator Networks: Limitations and Potentials of Network Measures and Machine Learning

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Feb 27, 2024
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Towards dynamic stability analysis of sustainable power grids using graph neural networks

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Dec 21, 2022
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Dynamic stability of power grids -- new datasets for Graph Neural Networks

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Jun 10, 2022
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Predicting Dynamic Stability of Power Grids using Graph Neural Networks

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Aug 18, 2021
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