[S9] S9.Digital Transformation Initiative R&D for Magnetic Materials II（1）

[S9.3] Development of machine learning models for efficient exploration of functional Heusler compounds

*Enda XIAO¹, Terumasa TADANO¹ (1. NIMS)

Keywords:machine learning、transfer learning、crystal graph model

Models based on crystal graph show superior performance compared to those based on compositional descriptors. We demonstrate low performance due to small set can be improved via transfer learning.