Finding simplicity: unsupervised discovery of features, patterns, and order parameters via shift-invariant variational autoencoders

1 code implementation • 23 Jun 2021 • Maxim Ziatdinov, Chun Yin Wong, Sergei V. Kalinin

Recent advances in scanning tunneling and transmission electron microscopies (STM and STEM) have allowed routine generation of large volumes of imaging data containing information on the structure and functionality of materials.