Live Processing of Momentum-Resolved STEM Data for First Moment Imaging and Ptychography

A reformulated implementation of single-sideband ptychography enables analysis and display of live detector data streams in 4D scanning transmission electron microscopy (STEM) using the LiberTEM open-source platform. This is combined with live first moment and further virtual STEM detector analysis. Processing of both real experimental and simulated data shows the characteristics of this method when data are processed progressively, as opposed to the usual offline processing of a complete data set. In particular, the single-sideband method is compared with other techniques such as the enhanced ptychographic engine in order to ascertain its capability for structural imaging at increased specimen thickness. Qualitatively interpretable live results are obtained also if the sample is moved, or magnification is changed during the analysis. This allows live optimization of instrument as well as specimen parameters during the analysis. The methodology is especially expected to improve contrast- and dose-efficient in situ imaging of weakly scattering specimens, where fast live feedback during the experiment is required.

Automated summary

A reformulated implementation of single-sideband ptychography allows for analysis of live detector data streams in 4D STEM, showing qualitative interpretable live results. The method is compared with other techniques and expected to improve contrast- and dose-efficient in situ imaging of weakly scattering specimens, enabling real-time optimization of instrument and specimen parameters.