Validity Improvement in MolGAN-Based Molecular Generation

Designing molecules that have desired properties is one of the challenging tasks of drug design. Among the many molecular generative models, a generative adversarial network (GAN), is able to generate molecule structures with desirable chemical properties via reinforcement learning. Generating valid...

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Bibliographic Details
Main Authors: Jiayi Fan, Seul Ki Hong, Yongkeun Lee
Format: Article
Language:English
Published: IEEE 2023-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10143174/