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Quantification of Model Uncertainty: Calibration, Model Discrepancy, and Identifiability
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: To use predictive models in engineering design of physical systems, one should first quantify the model uncertainty via model updating techniques employing both simulation and experimental data. ...
Improving Identifiability in Model Calibration Using Multiple Responses
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In physics-based engineering modeling, the two primary sources of model uncertainty, which account for the differences between computer models and physical experiments, are parameter uncertainty ...