activity
20172025
most citedDeep Learning of Atomically Resolved Scanning Transmission Electron Microscopy Images: Chemical Identification and Tracking Local Transformations

430 citations · 867 across the 8 of their papers we have counts for

collaborators

9 papers

cond-mat.mtrl-sci2025

Nonreciprocal Transport with Quantum Geometric Origin in Layered Hybrid Perovskite

Zihan Zhang, Sihan Chen, Mingfeng Chen +14

Quantum geometry quantifies how the electron wavefunction evolves distinctly from conventional transport theory. In noncentrosymmetric materials, nonreciprocal transport with quant…

cond-mat.mtrl-sci2023★ 43 cited

Autonomous synthesis of thin film materials with pulsed laser deposition enabled by in situ spectroscopy and automation

Sumner B. Harris, Arpan Biswas, Seok Joon Yun +5

Synthesis of thin films has traditionally relied upon slow, sequential processes carried out with substantial human intervention, frequently utilizing a mix of experience and seren…

cond-mat.str-el2021★ 4 cited

Magnetostriction of α-RuCl3 flakes in the zigzag phase

Yun-Yi Pai, Claire E. Marvinney, Matthew A. Feldman +7

Motivated by the possibility of an intermediate U(1) quantum spin liquid phase in out-of-plane magnetic fields and enhanced magnetic fluctuations in exfoliated α-RuCl3 flakes, we s…

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★ 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

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-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-sci2017★ 150 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…

cond-mat.mtrl-sci2017★ 70 cited

High conduction hopping behavior induced in transition metal dichalcogenides by percolating defect networks: toward atomically thin circuits

Michael G. Stanford, Pushpa R. Pudasaini, Elisabeth T. Gallmeier +11

Atomically thin circuits have recently been explored for applications in next-generation electronics and optoelectronics and have been demonstrated with two-dimensional lateral het…