It's All Connected: Topology-Aware Structural Graph Encoding Improves Performance on Polymer Prediction

H. Ibrahim Erdogan, Punith Raviswamy, Nikita Agrawal +5

Graph Neural Networks (GNNs) have achieved strong results in molecular property prediction, but polymers present distinct challenges: labeled datasets are scarce and small (typical…