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An improved k-shell decomposition algorithm and risk flow model can accurately quantify the criticality and sensitivity of risk events in complex networks to effectively deploy safety barriers and interrupt risk propagation. Novelty: ClaimNovelty.METHODOLOGICAL. Consensus alignment: ConsensusAlignment.NEUTRAL.

A novel methodology concentrating on risk propagation to conduct a risk analysis based on a directed complex network

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