Screening of multi deep learning-based de novo molecular generation models and their application for specific target molecular generation

Abstract Traditional virtual screening methods need to explore expanse and vast chemical spaces and need to be based on existing chemical libraries. With the development of deep learning techniques for the de novo generation of molecules, also known as inverse molecular design, the increasingly wide...

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Bibliographic Details
Main Authors: Yishu Wang, Mengyao Guo, Xiaomin Chen, Dongmei Ai
Format: Article
Language:English
Published: Nature Portfolio 2025-02-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-86840-z
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