Richard Yat-Long Ma

Transfer Message Passing for Molecular Property and Function Prediction across Polymer and Protein Graphs

A novel computational framework based on Transfer Message Passing, designed to unify the representation and predictive modeling of polymer and protein graphs, that significantly outperforms domain-specific baseline models in predicting polymer bandgaps, glass transition temperatures, and protein enzymatic functions.