430 citations · 728 across the 9 of their papers we have counts for
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Single atom force measurements: mapping potential energy landscapes via electron beam induced single atom dynamics
Ondrej Dyck, Feng Bao, Maxim Ziatdinov +8
In the last decade, the atomically focused beam of a scanning transmission electron microscope (STEM) was shown to induce a broad set of transformations of material structure, open…
Deep Learning Analysis of Defect and Phase Evolution During Electron Beam Induced Transformations in WS2
Artem Maksov, Ondrej Dyck, Kai Wang +7
Understanding elementary mechanisms behind solid-state phase transformations and reactions is the key to optimizing desired functional properties of many technologically relevant m…
Deep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations
Maxim Ziatdinov, Ondrej Dyck, Artem Maksov +7
Recent advances in scanning transmission electron and scanning probe microscopies have opened exciting opportunities in probing the materials structural parameters and various func…
Deep analytics of atomically-resolved images: manifest and latent features
Maxim Ziatdinov, Ondrej Dyck, Artem Maksov +7
Recent advances in scanning transmission electron and scanning tunneling microscopies allow researchers to measure materials structural and electronic properties, such as atomic di…
Direct atomic fabrication and dopant positioning in Si using electron beams with active real time image-based feedback
Stephen Jesse, Bethany M. Hudak, Eva Zarkadoula +9
Semiconductor fabrication is a mainstay of modern civilization, enabling the myriad applications and technologies that underpin everyday life. However, while sub-10 nanometer devic…
Data Mining for better material synthesis: the case of pulsed laser deposition of complex oxides
Steven R. Young, Artem Maksov, Maxim Ziatdinov +8
The pursuit of more advanced electronics, finding solutions to energy needs, and tackling a wealth of social issues often hinges upon the discovery and optimization of new function…