What is the specific purpose of calibration within the UQ workflow?

Answer

Adjusting uncertain model parameters based on observed data to reduce epistemic uncertainty

Calibration is the process of adjusting uncertain model parameters based on observed data specifically undertaken to reduce epistemic uncertainty.

What is the specific purpose of calibration within the UQ workflow?
Roleuncertaintystatisticanalysisquantification