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Table 3 Results with Kuramoto model

From: A general deep learning framework for network reconstruction and dynamics learning

Node NumStateLSTMNRIGGN
  MSEACCTPRFPRMSEACCTPRFPRMSE
10coherent2.67e-20.5180.5430.5059.63e-20.9980.9940.0041.12e-3
10incoherent2.85e-20.5170.5430.5081.11e-10.9980.9940.0048.36e-4
30coherent3.12e-2----0.8980.9200.1693.96e-4
30incoherent3.35e-2----0.810.7000.1241.90e-4
  1. The bold text represented the best results of a series of experiments