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 …

Dynamic relaxations and relaxation-property relationships in metallic glasses

WH Wang - Progress in Materials Science, 2019 - Elsevier
Dynamic relaxation is an intrinsic and universal feature of glasses and enables fluctuation
and dissipation to occur, which induces plentiful behaviour, maintains equilibrium, and …

Tracking the sliding of grain boundaries at the atomic scale

L Wang, Y Zhang, Z Zeng, H Zhou, J He, P Liu, M Chen… - Science, 2022 - science.org
Grain boundaries (GBs) play an important role in the mechanical behavior of polycrystalline
materials. Despite decades of investigation, the atomic-scale dynamic processes of GB …

Disorder-tuned conductivity in amorphous monolayer carbon

H Tian, Y Ma, Z Li, M Cheng, S Ning, E Han, M Xu… - Nature, 2023 - nature.com
Correlating atomic configurations—specifically, degree of disorder (DOD)—of an amorphous
solid with properties is a long-standing riddle in materials science and condensed matter …

Liquid-like atoms in dense-packed solid glasses

C Chang, HP Zhang, R Zhao, FC Li, P Luo, MZ Li… - Nature Materials, 2022 - nature.com
Revealing the microscopic structural and dynamic pictures of glasses is a long-standing
challenge for scientists,. Extensive studies on the structure and relaxation dynamics of …

A review on mechanics and mechanical properties of 2D materials—Graphene and beyond

D Akinwande, CJ Brennan, JS Bunch, P Egberts… - Extreme Mechanics …, 2017 - Elsevier
Since the first successful synthesis of graphene just over a decade ago, a variety of two-
dimensional (2D) materials (eg, transition metal-dichalcogenides, hexagonal boron-nitride …

Free-standing homochiral 2D monolayers by exfoliation of molecular crystals

J Dong, L Liu, C Tan, Q Xu, J Zhang, Z Qiao, D Chu… - Nature, 2022 - nature.com
Two-dimensional materials with monolayer thickness and extreme aspect ratios are sought
for their high surface areas and unusual physicochemical properties. Liquid exfoliation is a …

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 …

The fracture of bulk metallic glasses

BA Sun, WH Wang - Progress in Materials Science, 2015 - Elsevier
The fracture of metallic glasses has received relatively little attention until recently. The
development of bulk metallic glasses (BMGs) with more compositions, large sample sizes …

Transparent glass-ceramics functionalized by dispersed crystals

X Liu, J Zhou, S Zhou, Y Yue, J Qiu - Progress in Materials Science, 2018 - Elsevier
Transparent glass ceramics (TGCs) with minimized scattering loss offer the combined
characteristics of both glasses and (transparent) ceramics. The functionalities of the …