Equivariant Graph Neural Networks for Prediction of Tensor Material Properties of Crystals

Alex Heilman, Claire Schlesinger, Qimin Yan

Modern E(3)-Equivariant networks may be used to predict rotationally equivariant properties, including tensorial quantities. Three such quantities: the dielectric, piezoelectric, a…