Parameter uncertainty in catalysis refers to the inherent variability and lack of precise knowledge about the parameters that define catalytic processes. These parameters can include reaction rates, activation energies, adsorption energies, and surface properties of catalysts. This uncertainty can have significant implications on the design and optimization of catalytic processes.