Despite the advancements, several challenges remain in the field of advanced computing in catalysis. One major challenge is the accuracy of computational models, which depends heavily on the quality of input data and the assumptions made. Computational methods can also be resource-intensive, requiring significant computational power and time. Additionally, integrating different computational techniques and experimental data into a cohesive framework remains a complex task.