Reconstruction of lossless molecular representations from fingerprints

Abstract The simplified molecular-input line-entry system (SMILES) is the most prevalent molecular representation used in AI-based chemical applications. However, there are innate limitations associated with the internal structure of SMILES representations. In this context, this study exploits the r...

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Bibliographic Details
Published in:Journal of Cheminformatics
Main Authors: Umit V. Ucak, Islambek Ashyrmamatov, Juyong Lee
Format: Article
Language:English
Published: BMC 2023-02-01
Subjects:
Online Access:https://doi.org/10.1186/s13321-023-00693-0