Scalar machine learning of tensorial quantities -- Born effective charges from monopole models

Bernhard Schmiedmayer, Angela Rittsteuer, Tobias Hilpert +1

Predicting tensorial properties with machine learning models typically requires carefully designed tensorial descriptors. In this work, we introduce an alternative strategy for lea…