Machine-learning-assisted prediction of highly active and stable PrBaCo2O5+δ-based oxygen electrodes for solid oxide cells

A new highly active and stable PBC-based material was screened by a machine learning technique. The ABE and η descriptors are identified as important factors for the activity and stability of the PBC-based electrode, respectively.