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 …

Theory and applications of free-electron vortex states

KY Bliokh, IP Ivanov, G Guzzinati, L Clark… - Physics Reports, 2017 - Elsevier
Both classical and quantum waves can form vortices: entities with helical phase fronts and
circulating current densities. These features determine the intrinsic orbital angular …

[HTML][HTML] The abTEM code: transmission electron microscopy from first principles

J Madsen, T Susi - Open Research Europe, 2021 - ncbi.nlm.nih.gov
Simulation of transmission electron microscopy (TEM) images or diffraction patterns is often
required to interpret experimental data. Since nuclear cores dominate electron scattering …

AtomAI framework for deep learning analysis of image and spectroscopy data in electron and scanning probe microscopy

M Ziatdinov, A Ghosh, CY Wong… - Nature Machine …, 2022 - nature.com
Over the past several decades, electron and scanning probe microscopes have become
critical components of condensed matter physics, materials science and chemistry research …

ReciPro: free and open-source multipurpose crystallographic software integrating a crystal model database and viewer, diffraction and microscopy simulators, and …

Y Seto, M Ohtsuka - Journal of Applied Crystallography, 2022 - journals.iucr.org
ReciPro is a comprehensive multipurpose crystallographic program equipped with an
intuitive graphical user interface (GUI), and it is completely free and open source. This …

Deep learning in electron microscopy

JM Ede - Machine Learning: Science and Technology, 2021 - iopscience.iop.org
Deep learning is transforming most areas of science and technology, including electron
microscopy. This review paper offers a practical perspective aimed at developers with …

[图书][B] Advanced computing in electron microscopy

EJ Kirkland - 1998 - Springer
Earl J. Kirkland Third Edition Earl J. Kirkland Third Edition Page 1 Earl J. Kirkland Advanced
Computing in Electron Microscopy Third Edition Earl J. Kirkland Advanced Computing in …

Prismatic 2.0–Simulation software for scanning and high resolution transmission electron microscopy (STEM and HRTEM)

LR DaCosta, HG Brown, PM Pelz, A Rakowski… - Micron, 2021 - Elsevier
Scanning transmission electron microscopy (STEM), where a converged electron probe is
scanned over a sample's surface and an imaging, diffraction, or spectroscopic signal is …

[HTML][HTML] Progress in atomic-resolution aberration corrected conventional transmission electron microscopy (CTEM)

KW Urban, J Barthel, L Houben, CL Jia, L Jin… - Progress in Materials …, 2023 - Elsevier
Transmission electron microscopy is an indispensable tool in modern materials science. It
enables the structure of materials to be studied with high spatial resolution, and thus makes …

Atomic structure of solute clusters in Al–Zn–Mg alloys

A Lervik, E Thronsen, J Friis, CD Marioara, S Wenner… - Acta Materialia, 2021 - Elsevier
Scanning transmission electron microscopy imaging of Al–Zn–Mg alloys has provided new
information on the atomic structures of solute rich clusters forming from a supersaturated …