Understanding and extracting these features is crucial for optimizing catalytic processes, designing new catalysts, and improving the efficiency of chemical reactions. By analyzing these features, researchers can gain insights into the mechanisms of catalysis and identify the parameters that significantly impact catalytic activity and selectivity.