articleMolecular Systems Design & EngineeringJan 1, 2019GREEN OA

Deep learning for molecular design—a review of the state of the art

DCDaniel C. EltonZBZois BoukouvalasMFMark FugePWPeter W. Chung

University of Maryland, College Park · American University

Indexed inarxivcrossref

Abstract

We review a recent groundswell of work which uses deep learning techniques to generate and optimize molecules.

Citation impact

713
total citations
FWCI
83.29
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100%
References
199
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Authors

4

Topics & keywords

Topics
Keywords
  • Deep learning
  • Computer science
  • Artificial intelligence
  • Data science
  • Cognitive science
  • Psychology
UN Sustainable Development Goals
  • Sustainable cities and communities
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