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Investigation of chemical structure recognition by encoder–decoder models in learning progress

Abstract Descriptor generation methods using latent representations of encoder–decoder (ED) models with SMILES as input are useful because of the continuity of descriptor and restorability to the structure. However, it is not clear how the structure is recognized in the learning progress of ED model...

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Autors principals: Shumpei Nemoto, Tadahaya Mizuno, Hiroyuki Kusuhara
Format: Artigo
Idioma:Inglês
Publicat: BMC 2023-04-01
Col·lecció:Journal of Cheminformatics
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Accés en línia:https://doi.org/10.1186/s13321-023-00713-z
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