In this new article publication from Acta Pharmaceutica Sinica B, authors Wei Wang, Shuo Feng, Zhuyifan Ye, Hanlu Gao, Jinzhong Lin and Defang Ouyang from University of Macau, Macau, China and Fudan University, Shanghai, China discuss the prediction of lipid nanoparticles for mRNA vaccines by machine learning algorithms.