Ontology highlight
ABSTRACT:
SUBMITTER: Gao K
PROVIDER: S-EPMC8142330 | biostudies-literature | 2020 Dec
REPOSITORIES: biostudies-literature
Gao Kaifu K Nguyen Duc Duy DD Tu Meihua M Wei Guo-Wei GW
Journal of chemical information and modeling 20200807 12
Current drug discovery is expensive and time-consuming. It remains a challenging task to create a wide variety of novel compounds that not only have desirable pharmacological properties but also are cheaply available to low-income people. In this work, we develop a generative network complex (GNC) to generate new drug-like molecules based on the multiproperty optimization via the gradient descent in the latent space of an autoencoder. In our GNC, both multiple chemical properties and similarity ...[more]