... Structures, Structural Dynamics, and Materials Conference , Grapevine, TX , Jan. 9–13 , Paper No. AIAA 2017-0863. [20] Zhao , W. , Gupta , A. , Regan , C. D. , Miglani , J. , Kapania , R. K. , and Seiler , P. J. , 2019 , “ Component Data Assisted Finite Element Model Updating...

... the quantity of interest is not directly observable during manufacturing. The data collected from the monitoring sensors are used for diagnosis (of current part quality) and passed on to the virtual representation for model updating. The model updating consists of Bayesian calibration of the uncertain...

... multiple responses Gaussian process model updating calibration identifiability uncertainty quantification Multiple response emulator Quantification of model uncertainty is important to better understand how well a computer model represents physical reality. Two primary sources of uncertainty...

...Paul D. Arendt; Daniel W. Apley; Wei Chen 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. While calibration is often used to tune unknown calibration...