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Multiscale Validation and Uncertainty Quantification for Problems With Sparse Data
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Quantification of uncertainty in the simulation results becomes difficult for complex real-world systems with little or no experimental data. This paper describes a validation and uncertainty quantification (VUQ) approach ...
Using Bayesian Analysis to Quantify Uncertainty in Radiometer Measurements
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We apply Bayesian inference to instrument calibration and experimental-data uncertainty analysis for the specific application of measuring radiative intensity with a narrow-angle radiometer. We develop a physics-based ...