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

Liang Zhang; Jiahui Du; Zikai Xie; Linjiang Chen; Wenlang Li; Weihang Geng; Yi Zhou; Xinwen Ou; Chengtao Gong; Yijun Gao; Shan He; Chunxing Yan; Chengbin Zhao; Yuchen Jiao; Shengyi Yang; Bing Huang; Jacky W. Y. Lam; Jun Qian; Jun Jiang; Ben Zhong Tang; Hexiang Deng

doi:10.1038/s41557-025-01974-x

Related publications

Article2020

3D Covalent Organic Frameworks Selectively Crystallized through Conformational Design

Ha L. Nguyen, Cornelius Gropp, Yanhang Ma, Chenhui Zhu, Omar M Yaghi

Article2010

Adsorption Mechanism and Uptake of Methane in Covalent Organic Frameworks: Theory and Experiment

Jose L. Mendoza‐Cortes, Sang Soo Han, Hiroyasu Furukawa, Omar M Yaghi, William A. Goddard

Article2015

Chemistry of Covalent Organic Frameworks

Peter J. Waller, Felipe Gándara, Omar M Yaghi

Article2025

Excision of organic macrocycles from covalent organic frameworks

Kaiyu Wang, Carles Fuertes‐Espinosa, Teodor Parella, Sara Fiori, Esteve Ribas, Aitor Mugarza, Xavi Ribas, Jordi Faraudo, Omar M Yaghi, Inhar Imaz, Daniel Maspoch, Roberto Sánchez‐Naya, Juan Pablo Cavalieri, Jorge Albalad, Alba Cortés‐Martínez

Article2019

Reticular Synthesis of Multinary Covalent Organic Frameworks

Bing Zhang, Haiyan Mao, Roc Matheu, Jeffrey A. Reimer, Sultan A. Alshmimri, Saeed Alshihri, Omar M Yaghi