The field of computational catalysis is rapidly evolving with advancements in high-performance computing (HPC), big data analytics, and machine learning. These advancements are making it possible to conduct more complex simulations and analyze larger datasets, leading to more accurate predictions and faster discovery of new catalysts. Collaborative platforms and cloud-based computing resources are also enhancing accessibility and enabling more researchers to leverage these powerful tools.