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

8 citations · 9 across the 2 of their papers we have counts for

collaborators

2 papers

cond-mat.dis-nn2021★ 8 cited

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

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…

cond-mat.dis-nn2021★ 1 cited

Disentangling ferroelectric wall dynamics and identification of pinning mechanisms via deep learning

Yongtao Liu, Roger Proksch, Chun Yin Wong +2

Field-induced domain wall dynamics in ferroelectric materials underpins multiple applications ranging from actuators to information technology devices and necessitates a quantitati…