PepMNet: a hybrid deep learning model for predicting peptide properties using hierarchical graph representations
Daniel Garzon, Omid Ali Akbari, Camille Bilodeau
Abstract
Peptides are a powerful class of molecules that can be applied to a range of problems including biomaterials development and drug design.
Topics & Concepts
Artificial intelligenceComputer scienceGraphDeep learningClass (philosophy)Machine learningTheoretical computer scienceChemical Synthesis and AnalysisComputational Drug Discovery MethodsMachine Learning in Bioinformatics