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Topics in Model Validation and Uncertainty Quantification, Volume 4,  Proceedings of the 30th IMAC, A Conference and Exposition on Structural Dynamics, 2012, the fourth volume of six from the Conference, brings together 19 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.

Structural dynamics -- Congresses. --- Structural dynamics -- Mathematical models -- Congresses. --- Uncertainty (Information theory) -- Congresses. --- Chemical & Materials Engineering --- Civil & Environmental Engineering --- Engineering & Applied Sciences --- Mechanical Engineering --- Materials Science --- Civil Engineering --- Industrial & Management Engineering --- Technology - General --- Structural dynamics --- Engineering. --- Structural mechanics. --- Aerospace engineering. --- Astronautics. --- Quality control. --- Reliability. --- Industrial safety. --- Quality Control, Reliability, Safety and Risk. --- Aerospace Technology and Astronautics. --- Structural Mechanics. --- System safety. --- Mechanics. --- Mechanics, Applied. --- Solid Mechanics. --- Applied mechanics --- Engineering, Mechanical --- Engineering mathematics --- Classical mechanics --- Newtonian mechanics --- Physics --- Dynamics --- Quantum theory --- Space sciences --- Aeronautics --- Astrodynamics --- Space flight --- Space vehicles --- Safety, System --- Safety of systems --- Systems safety --- Accidents --- Industrial safety --- Systems engineering --- Prevention --- Aeronautical engineering --- Astronautics --- Engineering --- Industrial accidents --- Industries --- Job safety --- Occupational hazards, Prevention of --- Occupational health and safety --- Occupational safety and health --- Prevention of industrial accidents --- Prevention of occupational hazards --- Safety, Industrial --- Safety engineering --- Safety measures --- Safety of workers --- System safety --- Dependability --- Trustworthiness --- Conduct of life --- Factory management --- Industrial engineering --- Reliability (Engineering) --- Sampling (Statistics) --- Standardization --- Quality assurance --- Quality of products