Jiaze Song

Modeling All-Atom Glycan Structures via Hierarchical Message Passing and Multi-Scale Pre-training

Understanding the various properties of glycans with machine learning has shown some preliminary promise. However, previous methods mainly focused on modeling the backbone structure of glycans as graphs of monosaccharides (i.e., sugar units), while they neglected the atomic structures underlying eac…