Is Distance Matrix Enough for Geometric Deep Learning?

Zian Li, Xiyuan Wang, Yinan Huang +1

Graph Neural Networks (GNNs) are often used for tasks involving the 3D geometry of a given graph, such as molecular dynamics simulation. While incorporating Euclidean distance into…