➀ Researchers at Tokyo University of Science have developed a machine learning model to predict electrode materials for sodium-ion batteries; ➁ The model uses 11 years of experimental data to identify promising compositions; ➂ The research aims to speed up the development of sodium-ion batteries for applications like grid storage.