DOI: 10.1039/d6dd00394j ISSN: 2635-098X

Graph neural network-assisted expansion of an experimental structural database of organic macrocycles and cages

Zhirui Lai, Siyuan Yang, Lifeng Ding, Ming Liu

We developed a GNN-based workflow to identify macrocycles and cages across the Cambridge Structural Database. This approach expanded the former Macrocycles and Cages Database to 26 860 entries, including 12 257 items missed by rule-based searches.

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