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Discovery of highly fluorescent covalent organic frameworks through AI-assisted iterative experiment–learning cycles

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Exemplar Discovery Paper for COF design. Exemplar discovery paper for COF design; selected as a highly cited or venue-prominent research article rather than a general review.

Citation: Liang Zhang, Jiahui Du, Zikai Xie, Linjiang Chen, Wenlang Li. Discovery of highly fluorescent covalent organic frameworks through AI-assisted iterative experiment–learning cycles. Nature Chemistry 2025. https://doi.org/10.1038/s41557-025-01974-x

Acknowledgement: Curated by MaterialsAtlas Open Resources from OpenAlex, Crossref, and manual landmark-paper review.

TypeReading List

DomainCOF design

LicenseScholarly article; see publisher

ContributorsLiang Zhang, Jiahui Du, Zikai Xie, Linjiang Chen, Wenlang Li