” In order to quantify resilience uncertainty across the network resolutions (from macro-scale network statistics to individual node dynamics), we propose an arbitrary polynomial chaos (aPC) expansion method to identify the probability of a node in losing its resilience and how the different model parameters contribute to this risk on a single node.”
Uncertainty Quantification of Multi-Scale Resilience in Nonlinear Complex Networks Using Arbitrary Polynomial Chaos
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