Machine learnings for CVD graphene analysis: From measurement to simulation of SEM images

• Observation of graphene growth changes with experimental variable manipulation in the CVD system. • Automatic measurement of graphene size and aspect ratio from SEM images using object detection algorithm. • Implementation of CVD simulation to predict in the form of SEM images. • Predicting the CVD experimental condition of graphene in the desired form through simulations. In this study, we introduce an approach that applies machine learning...