Tripartite interaction representation algorithm for crystal graph neural networks

Abstract Driven by emerging research paradigms, the application of artificial intelligence models presents innovative tools for designing materials and optimizing their performance. In the field of materials science, there is a current research emphasis on exploring techniques for characterizing mat...

Full description

Bibliographic Details
Main Authors: Yang Yuan, Ziyi Chen, Tianyu Feng, Fei Xiong, Jue Wang, Yangang Wang, Zongguo Wang
Format: Article
Language:English
Published: Nature Portfolio 2024-10-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-024-76309-w