A VGG-style CNN can approximate controllability-robustness curves for four synthetic directed network topologies, with errors on the order of the data's standard deviation.
Controllability of complex networks,
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Predicting Network Controllability Robustness: A Convolutional Neural Network Approach
A VGG-style CNN can approximate controllability-robustness curves for four synthetic directed network topologies, with errors on the order of the data's standard deviation.