Self-supervised graph neural networks for polymer property prediction
Qinghe Gao, Tammo Dukker, Artur M. Schweidtmann, Jana M. Weber
Abstract
Self-supervised learning for polymer property prediction in scarce data domains.
Topics & Concepts
Property (philosophy)Artificial neural networkComputer scienceArtificial intelligenceGraphMachine learningTheoretical computer sciencePhilosophyEpistemologyMachine Learning in Materials ScienceComputational Drug Discovery Methods