Litcius/Paper detail

GATBoost: Mining graph attention networks-based important substructures of polymers for a better property prediction

Dazi Li, Yi Ru, Jun Liu

2023Materials Today Communications16 citationsDOI

Topics & Concepts

PolymerProperty (philosophy)Materials scienceGraphPredictive modellingArtificial neural networkComputer scienceMachine learningArtificial intelligenceBiological systemData miningAlgorithmTheoretical computer scienceComposite materialEpistemologyPhilosophyBiologyMachine Learning in Materials ScienceComputational Drug Discovery MethodsAdvanced Graph Neural Networks