Fig. 1: Publication trends for machine learning in materials science.

The bar chart shows the percentage of materials science papers including machine learning (green) and the percentage of machine learning papers including materials science (orange). The line plot shows the total number of publications for each of ‘materials science’ and ‘machine learning’ as obtained from the Web of Science. The underlying data and the notebook to generate the plot are available online (https://github.com/ML-Materials-Standards/ml-materials-checklist/tree/master/editorial-data).