The Journal of Industrial Ecology shared the article “Machine learning-based stocks and flows modeling of road infrastructure” by Babak Ebrahimi, Leonardo Rosado and Holger Wallbaum. The paper introduces a new method using machine learning applied to material flow analysis as an alternative to achetype modeling to study road infrastructure.