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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| Published in: | Journal of cheminformatics Vol. 10; no. 1; pp. 31 - 9 |
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| Main Authors: | , , , |
| Format: | Journal Article |
| Language: | English |
| Published: |
Cham
Springer International Publishing
11.07.2018
BioMed Central Ltd Springer Nature B.V BMC |
| Subjects: | |
| ISSN: | 1758-2946, 1758-2946 |
| Online Access: | Get full text |
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