Improvement of Data Analytics Techniques in Reflection High Energy Electron Diffraction to Enable Machine Learning

Reflection high energy electron diffraction (RHEED) videos used for testing of codes in the publication. Filenames correspond to sample numbers in the Auburn FINO Lab for LFO samples grown on Dec 11, 2020. In the manuscript, Figures 2 and 3 were generated from 121120_1. Figures 4 and 5 were generated from 121120_2. Figures 6 and 7 were generated by combining the videos from 121120_1 and 121120_3. 

Python-based principal component analysis and k-means clustering codes used to process these videos are available on Github through the link in this repository.