Directed Graph Attention Neural Network Utilizing 3D Coordinates for Molecular Property Prediction

no code implementations • 1 Dec 2020 • Chen Qian, Yunhai Xiong, Xiang Chen

DGANN distinguishes from previous models with those features: (1) It learns the local chemical environment encoding by graph attention mechanism on chemical bonds.

Graph Attention Molecular Property Prediction +2