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The current version of Chemistry42 uses over 40 generative models, including generative autoencoders and generative adversarial networks as well as both structure-based and ligand-based drug design to generate and optimise de novo smallmolecules. The novel molecules were further ranked based on their ADME and selectivity profiles.
Traditionally, drug discovery has focused on small-molecule therapeutics, typically with a molecular weight of less than 500 Daltons. 2 Typically, small-molecule drugs target active sites buried inside proteins. What are macrocycles and why are they interesting for drug discovery?
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