430 citations · 1.7k across the 114 of their papers we have counts for
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Density Functional Theory and Deep-learning to Accelerate Data Analytics in Scanning Tunneling Microscopy
Kamal Choudhary, Kevin F. Garrity, Charles Camp +4
We introduce the first systematic database of scanning tunneling microscope (STM) images obtained using density functional theory (DFT) for two-dimensional (2D) materials, calculat…
Imaging Mechanism for Hyperspectral Scanning Probe Microscopy via Gaussian Process Modelling
Maxim Ziatdinov, Dohyung Kim, Sabine Neumayer +5
We investigate the ability to reconstruct and derive spatial structure from sparsely sampled 3D piezoresponse force microcopy data, captured using the band-excitation (BE) techniqu…
Order and randomness in dopant distributions: exploring the thermodynamics of solid solutions from atomically resolved imaging
Lukas Vlcek, Shize Yang, Yongji Gong +6
Exploration of structure-property relationships as a function of dopant concentration is commonly based on mean field theories for solid solutions. However, such theories that work…
Nanoscale Interlayer Defects in Iron Arsenides
Qiang Zheng, Miaofang Chi, Maxim Ziatdinov +5
Using a local real-space microscopy probe, we discover evidence of nanoscale interlayer defects along the c-crystallographic direction in BaFe2As2 (122) based iron-arsenide superco…
Atomic mechanisms for the Si atom dynamics in graphene: chemical transformations at the edge and in the bulk
Maxim Ziatdinov, Ondrej Dyck, Stephen Jesse +1
Recent advances in scanning transmission electron microscopy (STEM) allow to observe solid-state transformations and reactions in materials induced by thermal stimulus or electron…