Machine-learning enabled thermodynamic model for the design of new rare-earth compounds

Prashant Singh, Tyler Del Rose, Guillermo Vazquez +2

We employ a descriptor based machine-learning approach to assess the effect of chemical alloying on formation-enthalpy of rare-earth intermetallics. Application of machine-learning…