Material Property Prediction with Element Attribute Knowledge Graphs and Multimodal Representation Learning

Chao Huang, Chunyan Chen, Ling Shi +1

Machine learning has become a crucial tool for predicting the properties of crystalline materials. However, existing methods primarily represent material information by constructin…