In catalysis, PACF is used to analyze time-series data such as reaction rates, concentration of intermediates, or temperature variations. By applying PACF, researchers can identify the lag intervals that significantly affect the catalytic process. This is particularly useful in optimizing reaction conditions and in the development of kinetic models.