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 …

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 …

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 …

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 …

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 …

Atom-by-atom imaging of moiré transformations in 2D transition metal dichalcogenides

Y Zhang, JH Baek, CH Lee, Y Jung, SC Hong… - Science …, 2024 - science.org
Understanding the atomic-scale mechanisms that govern the structure of interfaces is critical
across materials systems but particularly so for two-dimensional (2D) moiré materials. Here …

Creep deformation in metallic glasses: A global approach with strain as an indicator within transition state theory

LT Zhang, YJ Wang, M Nabahat, E Pineda… - International Journal of …, 2024 - Elsevier
Within the framework of transition state theory, the isothermal creep behavior of metallic
glasses is elucidated through a unique global approach, where the topological state is …