MMGNN: Multi-level, multi-color graph neural networks for molecular property prediction

Molecular message-passing neural networks commonly propagate chemically diverse interactions through a single graph, which may mix interaction-specific signals and require deep propagation to capture long-range effects. We introduce the Multi-level, Multi-color Graph Neural Network (MMGNN), a hierar…

View Post on Scour ↗

More from arXiv on Scour.