Interpretable machine learning of magnetic transition temperature in Heusler magnets via hierarchical dependence extraction

Jean-Baptiste Morée, Ryotaro Arita, Juba Bouaziz

We employ interpretable machine learning to analyze the material dependence of the magnetic transition temperature $T_c$ in ferromagnetic and ferrimagnetic Heusler compounds. For o…