Molecular generative model based on conditional variational autoencoder for de novo molecular design

We propose a molecular generative model based on the conditional variational autoencoder for de novo molecular design. It is specialized to control multiple molecular properties simultaneously by imposing them on a latent space. As a proof of concept, we demonstrate that it can be used to generate d...

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Bibliographic Details
Published in:Journal of cheminformatics Vol. 10; no. 1; pp. 31 - 9
Main Authors: Lim, Jaechang, Ryu, Seongok, Kim, Jin Woo, Kim, Woo Youn
Format: Journal Article
Language:English
Published: Cham Springer International Publishing 11.07.2018
BioMed Central Ltd
Springer Nature B.V
BMC
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ISSN:1758-2946, 1758-2946
Online Access:Get full text
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