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 …

[HTML][HTML] Calculating excitons, plasmons, and quasiparticles in 2D materials and van der Waals heterostructures

KS Thygesen - 2D Materials, 2017 - iopscience.iop.org
Atomically thin two-dimensional (2D) materials host a rich set of electronic states that differ
substantially from those of their bulk counterparts due to quantum confinement and …

Vibrational spectroscopy in the electron microscope

OL Krivanek, TC Lovejoy, N Dellby, T Aoki… - Nature, 2014 - nature.com
Vibrational spectroscopies using infrared radiation,, Raman scattering, neutrons, low-energy
electrons and inelastic electron tunnelling are powerful techniques that can analyse bonding …

Progress in ultrahigh energy resolution EELS

OL Krivanek, N Dellby, JA Hachtel, JC Idrobo, MT Hotz… - Ultramicroscopy, 2019 - Elsevier
Electron energy loss spectroscopy (EELS) in the electron microscope has progressed
remarkably in the last five years. Advances in monochromator and spectrometer design …

[HTML][HTML] Irradiation damage concurrent challenges with RAFM and ODS steels for fusion reactor first-wall/blanket: a review

A Bhattacharya, SJ Zinkle, J Henry… - Journal of Physics …, 2022 - iopscience.iop.org
Reduced activation ferritic martensitic (RAFM) and oxide dispersion strengthened (ODS)
steels are the most promising candidates for fusion first-wall/blanket (FW/B) structures. The …

Exploring order parameters and dynamic processes in disordered systems via variational autoencoders

SV Kalinin, O Dyck, S Jesse, M Ziatdinov - Science Advances, 2021 - science.org
We suggest and implement an approach for the bottom-up description of systems
undergoing large-scale structural changes and chemical transformations from dynamic …

Measurement of the dynamic charge response of materials using low-energy, momentum-resolved electron energy-loss spectroscopy (M-EELS)

S Vig, A Kogar, M Mitrano, A Husain, L Venema… - SciPost Physics, 2017 - scipost.org
One of the most fundamental properties of an interacting electron system is its frequency-
and wave-vector-dependent density response function, $\chi ({\bf q},\omega) $. The …

Electron energy loss spectroscopy for single atom catalysis

Z Gao, A Li, D Ma, W Zhou - Topics in Catalysis, 2022 - Springer
Single atom catalysts (SACs) have attracted intense interest because of their ultimate metal
utilization efficiency and outstanding catalytic performance. Unveiling the structural and …

Application of FIB‐SEM techniques for the advanced characterization of earth and planetary materials

L Gu, N Wang, X Tang, HG Changela - Scanning, 2020 - Wiley Online Library
Advanced microanalytical techniques such as high‐resolution transmission electron
microscopy (HRTEM), atom probe tomography (APT), and synchrotron‐based scanning …

Advances and applications of atomic-resolution scanning transmission electron microscopy

JJ Liu - Microscopy and Microanalysis, 2021 - cambridge.org
Although scanning transmission electron microscopy (STEM) images of individual heavy
atoms were reported 50 years ago, the applications of atomic-resolution STEM imaging …