Scalable Variational Quantum Circuits for Autoencoder-based Drug Discovery

The de novo design of drug molecules is recognized as a time-consuming and costly process, and computational approaches have been applied in each stage of the drug discovery pipeline. Variational autoencoder is one of the computer-aided design methods which explores the chemical space based on an ex...

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Bibliographic Details

Published in:	Proceedings - Design, Automation, and Test in Europe Conference and Exhibition pp. 340 - 345
Main Authors:	Li, Junde, Ghosh, Swaroop
Format:	Conference Proceeding
Language:	English
Published:	EDAA 14.03.2022
Subjects:	Drug Discovery Drugs Image synthesis Learning systems Pipelines Quantum Machine Learning Qubit Representation learning Space exploration Variational Autoen-coder
ISSN:	1558-1101
Online Access:	Get full text
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