Machine learning in scanning transmission electron microscopy

SV Kalinin, C Ophus, PM Voyles, R Erni… - Nature Reviews …, 2022 - nature.com
Scanning transmission electron microscopy (STEM) has emerged as a uniquely powerful
tool for structural and functional imaging of materials on the atomic level. Driven by …

Applications of Transmission Electron Microscopy in Phase Engineering of Nanomaterials

G Li, H Zhang, Y Han - Chemical Reviews, 2023 - ACS Publications
Phase engineering of nanomaterials (PEN) is an emerging field that aims to tailor the
physicochemical properties of nanomaterials by precisely manipulating their crystal phases …

A 2D ferroelectric vortex pattern in twisted BaTiO3 freestanding layers

G Sánchez-Santolino, V Rouco, S Puebla, H Aramberri… - Nature, 2024 - nature.com
The wealth of complex polar topologies,,,,,,,,–recently found in nanoscale ferroelectrics
results from a delicate balance between the intrinsic tendency of the materials to develop a …

Direct imaging of local atomic structures in zeolite using optimum bright-field scanning transmission electron microscopy

K Ooe, T Seki, K Yoshida, Y Kohno, Y Ikuhara… - Science …, 2023 - science.org
Zeolites are used in industries as catalysts, ion exchangers, and molecular sieves because
of their unique porous atomic structures. However, direct observation of zeolitic local atomic …

Band Sharpening and Band Alignment Enable High Quality Factor to Enhance Thermoelectric Performance in n-Type PbS

Y **ao, D Wang, Y Zhang, C Chen… - Journal of the …, 2020 - ACS Publications
Low-cost and earth-abundant PbS-based thermoelectrics are expected to be an alternative
for PbTe, and have attracted extensive attentions from thermoelectric community. Herein, a …

Direct imaging of atomically dispersed molybdenum that enables location of aluminum in the framework of zeolite ZSM‐5

L Liu, N Wang, C Zhu, X Liu, Y Zhu… - Angewandte Chemie …, 2020 - Wiley Online Library
Integrated differential phase‐contrast scanning transmission electron microscopy (iDPC‐
STEM) is capable of directly probing guest molecules in zeolites, owing to its sufficient and …

Resolution and aberration correction in liquid cell transmission electron microscopy

N de Jonge, L Houben, RE Dunin-Borkowski… - Nature Reviews …, 2019 - nature.com
Liquid cell electron microscopy possesses a combination of spatial and temporal resolution
that provides a unique view of static structures and dynamic processes in liquids. Optimizing …

Dynamics of annular bright field imaging in scanning transmission electron microscopy

SD Findlay, N Shibata, H Sawada, E Okunishi… - Ultramicroscopy, 2010 - Elsevier
We explore the dynamics of image formation in the so-called annular bright field mode in
scanning transmission electron microscopy, whereby an annular detector is used with …

Correlating the three-dimensional atomic defects and electronic properties of two-dimensional transition metal dichalcogenides

X Tian, DS Kim, S Yang, CJ Ciccarino, Y Gong… - Nature materials, 2020 - nature.com
The electronic, optical and chemical properties of two-dimensional transition metal
dichalcogenides strongly depend on their three-dimensional atomic structure and crystal …

Manipulating low-dimensional materials down to the level of single atoms with electron irradiation

T Susi, JC Meyer, J Kotakoski - Ultramicroscopy, 2017 - Elsevier
Recent advances in scanning transmission electron microscopy (STEM) instrumentation
have made it possible to focus electron beams with sub-atomic precision and to identify the …