Finding optimum compositions of catalysts using ab initio calculations and data mining

We propose a simple scheme to find an optimum composition of catalysts. The scheme is based on a combination of ab initio calculations and data mining. The scheme was successfully applied to predict a PtRu composition that minimizes CO adsorption energy.