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

430 citations · 580 across the 2 of their papers we have counts for

collaborators

5 papers

cond-mat.mtrl-sci2018

A Roadmap for Electronic Grade 2-Dimensional Materials

Natalie Briggs, Shruti Subramanian, Zhong Lin +17

Two dimensional (2D) materials continue to hold great promise for future electronics, due to their atomic-scale thicknesses and wide range of tunable properties. However, commercia…

cond-mat.mtrl-sci2018

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

Mapping mesoscopic phase evolution during e-beam induced transformations via deep learning of atomically resolved images

Rama K. Vasudevan, Nouamane Laanait, Erik M. Ferragut +7

Understanding transformations under electron beam irradiation requires mapping the structural phases and their evolution in real time. To date, this has mostly been a manual endeav…

cond-mat.mtrl-sci2018430 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-sci2017150 cited

Tunable Quasiparticle Band Gap in Few Layer GaSe/graphene Van der Waals Heterostructures

Zeineb Ben Aziza, Debora Pierucci, Hugo Henck +8

Two-dimensional (2D) materials have recently been the focus of extensive research. By following a similar trend as graphene, other 2D materials including transition metal dichalcog…