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Model Validation and Uncertainty Quantification, Volume 3: Proceedings of the 31st IMAC, Proceedings of the 33rd IMAC, A Conference and Exposition on Structural Dynamics, 2015, is the third volume of ten from the Conference and brings together contributions to this important area of research and engineering. The collection presents early findings and case studies on fundamental and applied aspects of Structural Dynamics, including papers on: Robustness to Lack of Knowledge in Design Bayesian and Markov Chain Monte Carlo Methods Uncertainty Quantification Model Calibration.