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Physical pooling functions in graph neural networks for molecular property prediction

Artur M. Schweidtmann, Jan G. Rittig, Jana M. Weber, Martin Grohe, Manuel Dahmen, Kai Leonhard, Alexander Mitsos

2023Computers & Chemical Engineering54 citationsDOIOpen Access PDF

Topics & Concepts

PoolingGeneralizationComputer scienceMolecular graphArtificial intelligenceFunction (biology)Machine learningComputationGraphTheoretical computer scienceMathematicsAlgorithmBiologyEvolutionary biologyMathematical analysisMachine Learning in Materials ScienceComputational Drug Discovery MethodsProtein Structure and Dynamics
Physical pooling functions in graph neural networks for molecular property prediction | Litcius