Evolutionary design of molecules based on deep learning and a genetic algorithm

Abstract Evolutionary design has gained significant attention as a useful tool to accelerate the design process by automatically modifying molecular structures to obtain molecules with the target properties. However, its methodology presents a practical challenge—devising a way in which to rapidly e...

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Bibliographic Details
Main Authors: Youngchun Kwon, Seokho Kang, Youn-Suk Choi, Inkoo Kim
Format: Article
Language:English
Published: Nature Publishing Group 2021-08-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-021-96812-8