Machine learning and molecular design algorithm assisted discovery of gas separation membranes exceeding the CO2/CH4 and CO2/N2 upper bounds

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

Citation: Li Chen, Guihua Liu, Zisheng Zhang, Yanji Wang, Yanqin Yang. Machine learning and molecular design algorithm assisted discovery of gas separation membranes exceeding the CO2/CH4 and CO2/N2 upper bounds. Chemical Engineering Science 2024. https://doi.org/10.1016/j.ces.2024.119952

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