Unveiling and map** polymorphs in fluorite Y2TiO5 using 4D‐STEM and unsupervised machine learning

E Hershkovitz, T Yoo, X Pu, K Bawane… - Journal of the …, 2024 - Wiley Online Library
Y2TiO5 belongs to the Ln2TiO5 (Ln= lanthanide or Y) family of ceramic materials and
exhibits a range of desirable material properties such as radiation tolerance, frustrated …

[HTML][HTML] On the use of clustering workflows for automated microstructure segmentation of analytical STEM datasets

Z Kho, A Bridger, K Butler, EC Duran, M Danaie… - APL Materials, 2025 - pubs.aip.org
This study considers the issue of automated segmentation of scanning transmission electron
microscopy (STEM) datasets using unsupervised machine learning approaches. To this end …