Software plays a crucial role in the field of catalysis by enabling the simulation, modeling, and analysis of catalytic processes. These tools help in understanding reaction mechanisms, optimizing catalyst performance, and predicting the behavior of catalytic systems under different conditions. With advances in computational chemistry and machine learning, software has become indispensable for accelerating research and development in catalysis.