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, Yantian Jiao, Shengyi Yang, Bing Huang, Jacky W. Y. Lam, Jun Qian, Jun Jiang, Ben Zhong Tang, Hexiang Deng
Topics & Concepts
ChemistryFluorescenceIntuitionChemical spaceEmbeddingNanotechnologyCovalent bondBiochemical engineeringComputer scienceCombinatorial chemistryBiological systemPhotoluminescenceAmine gas treatingQuantum chemicalMachine learningQuantum yieldChemical processReliability (semiconductor)MoleculeAldehydeArtificial intelligenceYield (engineering)Iterative and incremental developmentCovalent Organic Framework ApplicationsSurface Chemistry and CatalysisMachine Learning in Materials Science