Yuhua Dong

DeGAT: A Dual-Expert Graph Attention Network for Partial Charge Prediction in Metal-Organic Frameworks.

DeGAT enables efficient and accurate prediction of partial atomic charges in MOFs while maintaining charge neutrality and physical consistency, providing a scalable parametrization scheme for high-throughput screening and molecular simulations of porous materials.