Equivariant machine learning of Electric Field Gradients -- Predicting the quadrupolar coupling constant in the MAPbI${}_3$ phase transition

Bernhard Schmiedmayer, J. W. Wolffs, Gilles A. de Wijs +3

We present a strategy combining machine learning and first-principles calculations to achieve highly accurate nuclear quadrupolar coupling constant predictions. Our approach employ…