What is uncertainty quantification?

Uncertainty quantification (UQ) is the science of quantitatively characterizing and reducing uncertainties in computational and real-world applications. It involves identifying sources of uncertainty, propagating them through models, and assessing their impact on outputs. Common uses include risk assessment, decision-making under uncertainty, and improving the reliability of predictions in fields like engineering, climate science, and finance.