Urban structural damage shows phase transitions and critical regimes via a random-field Ising model, with common modeling practices biasing risk metrics by up to 50% under moderate earthquakes.
Regional seismic fragility of bridge network derived by covariance matrix model of bridge portfolios.Engineering Structures, 309, June 2024
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Phase Transitions in Collective Damage of Civil Structures under Natural Hazards
Urban structural damage shows phase transitions and critical regimes via a random-field Ising model, with common modeling practices biasing risk metrics by up to 50% under moderate earthquakes.