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.
An open- source framework for regional earthquake loss estimation using the city-scale nonlinear time history analysis.Earthquake Spectra, 36(2):806–831, May 2020
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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.