A Transferable Machine-learning Scheme from Pure Metals to Alloys in Predicting Adsorption Energies

Alloys present the great potential in catalysis because of their adjustable compositions, structures and element distributions, which unfortunately also limit the fast screening of the potential alloy catalysts. Machine learning...