JOURNAL ARTICLE

Generation of molecular conformations using generative adversarial neural networks

Congsheng XuXiaomei DengYi LuPeiyuan Yu

Year: 2024 Journal:   Digital Discovery Vol: 4 (1)Pages: 161-171   Publisher: Royal Society of Chemistry

Abstract

A deep learning model based on conditional generative adversarial networks and molecular motif graphs is proposed for efficient molecular conformation generation.

Keywords:
Generative grammar Adversarial system Artificial neural network Artificial intelligence Computer science Generative adversarial network Machine learning Deep learning

Metrics

4
Cited By
3.16
FWCI (Field Weighted Citation Impact)
38
Refs
0.87
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Computational Drug Discovery Methods
Physical Sciences →  Computer Science →  Computational Theory and Mathematics

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