Establishing Deep InfoMax as an effective self-supervised learning methodology in materials informatics

Michael Moran, Vladimir V. Gusev, Michael W. Gaultois +2

The scarcity of property labels remains a key challenge in materials informatics, whereas materials data without property labels are abundant in comparison. By pretraining supervis…