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Variational autoencoder-based chemical latent space for large molecular structures with 3D complexity

Abstract The structural diversity of chemical libraries, which are systematic collections of compounds that have potential to bind to biomolecules, can be represented by chemical latent space. A chemical latent space is a projection of a compound structure into a mathematical space based on several...

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Bibliografische gegevens
Hoofdauteurs: Toshiki Ochiai, Tensei Inukai, Manato Akiyama, Kairi Furui, Masahito Ohue, Nobuaki Matsumori, Shinsuke Inuki, Motonari Uesugi, Toshiaki Sunazuka, Kazuya Kikuchi, Hideaki Kakeya, Yasubumi Sakakibara
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Nature Portfolio 2023-11-01
Reeks:Communications Chemistry
Online toegang:https://doi.org/10.1038/s42004-023-01054-6
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