Vibration-based damage localization and quantification was conducted on a full-scale pre-stressed concrete beam supporting a partial deck. The algorithm consisted of extracting modal properties from a network of accelerometers using stochastic subspace identification, and updating a physical representation to match these properties using particular swam optimization.