 The objective is to estimate the discrepancy function formula_5, and as a by-product, the resulting updated model is formula_8.A prediction confidence interval is provided with the updated model as the quantification of the uncertainty.Parameter calibration estimates the values of one or more unknown parameters in a mathematical model.