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yutongli26 / la-grid-restoration-centrality-equity

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Census tract-level earthquake resilience modeling for the City of Los Angeles power grid that compares substation repair prioritization for network connectivity, service restoration, and equity, using network centrality metrics and k-means census-tract resilience typologies.

monte-carlo network-science pca k-means network-analysis los-angeles resilience disaster-recovery earthquake centrality restoration transmission-network census-tracts power-grid shakemap infrastructure-resilience fragility-analysis
  • Updated Jan 2, 2026
  • Python

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