Curvature-enhanced graph convolutional network for biomolecular interaction prediction
Curvature-enhanced graph convolutional network for biomolecular interaction prediction
Cong Shen,Pingjian Ding,3 Authors,Kelin Xia
2023 · DOI: 10.1016/j.csbj.2024.02.006
Computational and Structural Biotechnology Journal · 13 Citations
TLDR
A curvature-enhanced graph convolutional network (CGCN) for biomolecular interaction prediction that employs Ollivier-Ricci curvature (ORC) to characterize network local geometric properties and enhance the learning capability of GCNs.