Graph convolutional neural networks as "general-purpose" property predictors: the universality and limits of applicability

Vadim Korolev, Artem Mitrofanov, Alexandru Korotcov +1

Nowadays the development of new functional materials/chemical compounds using machine learning (ML) techniques is a hot topic and includes several crucial steps, one of which is th…