Polygrammar: Grammar for Digital Polymer Representation and Generation-Reference-Cited by-同舟云学术

Polygrammar: Grammar for Digital Polymer Representation and Generation

Published:2022-06-09 Issue:23 Volume:9 Page:2101864
ISSN:2198-3844
Container-title:Advanced Science
language:en
Short-container-title:Advanced Science

Author:

Guo Minghao¹²^ORCID,Shou Wan¹,Makatura Liane¹,Erps Timothy¹,Foshey Michael¹,Matusik Wojciech¹^ORCID

Affiliation:

1. Computer Science and Artificial Intelligence Lab Massachusetts Institute of Technology Cambridge MA 02139 USA

2. CUHK Multimedia Lab The Chinese University of Hong Kong Sha Tin Hong Kong

Publisher

Wiley

Subject

General Physics and Astronomy,General Engineering,Biochemistry, Genetics and Molecular Biology (miscellaneous),General Materials Science,General Chemical Engineering,Medicine (miscellaneous)

Link

https://onlinelibrary.wiley.com/doi/pdf/10.1002/advs.202101864

Reference76 articles.

1. E. J.Bjerrum R.Threlfall Molecular generation with recurrent neural networks (RNNs) arXiv preprint arXiv:1705.046122017.

2. Molecular de-novo design through deep reinforcement learning

3. Generative Recurrent Networks for De Novo Drug Design

4. Hunting for Organic Molecules with Artificial Intelligence: Molecules Optimized for Desired Excitation Energies

5. Application of Generative Autoencoder inDe NovoMolecular Design

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