Uncertainty modeling in catalysis refers to the process of quantifying and managing the various uncertainties that arise in the study and application of catalytic systems. This involves understanding the sources of uncertainty, their impact on catalytic performance, and developing methods to mitigate or account for these uncertainties to improve the reliability of experimental and computational results.