Explainable AI for analyzing the decision of GNNs at predicting dynamic stability of complex oscillator networks.
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DOI: 10.1063/5.0278469
Abstract: Understanding the synchronization of complex oscillator networks is a central question in complex systems research. Recent studies have shown that graph neural networks (GNNs) outperform a wide range of traditional network measures in predicting probabilistic… read more here.
Keywords: complex oscillator; stability; gnns; oscillator networks ... See more keywords