activity
20152020
most citedDeep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations

430 citations · 728 across the 9 of their papers we have counts for

collaborators

9 papers

cond-mat.mes-hall2020

Reconstruction of effective potential from statistical analysis of dynamic trajectories

Ali Yousefzadi Nobakht, Ondrej Dyck, David B. Lingerfelt +8

The broad incorporation of microscopic methods is yielding a wealth of information on atomic and mesoscale dynamics of individual atoms, molecules, and particles on surfaces and in…

cond-mat.mtrl-sci2018★ 1 cited

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…

cond-mat.mtrl-sci2018★ 170 cited

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…

cond-mat.mtrl-sci2018★ 430 cited

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…

cond-mat.mtrl-sci2018★ 6 cited

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…

cond-mat.mtrl-sci2017★ 60 cited

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…