Computational screening involves the use of computer algorithms and simulations to predict how different catalysts will perform in a given reaction. This method can quickly evaluate a large number of potential catalysts, providing insights into their activity, selectivity, and stability. The approach can save significant time and resources in the discovery and development of new catalysts.