Uncertainty Quantification of Multi‑Scale Resilience in Nonlinear Complex Networks
" 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."