20 citations · 43 across the 13 of their papers we have counts for
3 papers · 2 filters
Upscaling Uncertainty with Dynamic Discrepancy for a Multi-scale Carbon Capture System
K. Sham Bhat, David S. Mebane, Curtis B. Storlie +1
Uncertainties from model parameters and model discrepancy from small-scale models impact the accuracy and reliability of predictions of large-scale systems. Inadequate representati…
A Frequentist Approach to Computer Model Calibration
Raymond K. W. Wong, Curtis B. Storlie, Thomas C. M. Lee
This paper considers the computer model calibration problem and provides a general frequentist solution. Under the proposed framework, the data model is semi-parametric with a nonp…
Calibration of Computational Models with Categorical Parameters and Correlated Outputs via Bayesian Smoothing Spline ANOVA
Curtis B. Storlie, William A. Lane, Emily M. Ryan +2
It has become commonplace to use complex computer models to predict outcomes in regions where data does not exist. Typically these models need to be calibrated and validated using…