Atomic defects, being the most prevalent zero-dimensional topological defects, are
ubiquitous in a wide range of 2D transition-metal dichalcogenides (TMDs). They could be …

Single-atom catalysis has been recognized as a pivotal milestone in the development
history of heterogeneous catalysis by virtue of its superior catalytic performance, ultrahigh …

Vacancy defect engineering has been well leveraged to flexibly shape comprehensive
physicochemical properties of diverse catalysts. In particular, growing research effort has …

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 …

Owing to the rapid developments to improve the accuracy and efficiency of both
experimental and computational investigative methodologies, the massive amounts of data …

In the last few years, electron microscopy has experienced a new methodological paradigm
aimed to fix the bottlenecks and overcome the challenges of its analytical workflow. Machine …

Atom segmentation and localization, noise reduction and deblurring of atomic-resolution
scanning transmission electron microscopy (STEM) images with high precision and …

Energy materials are vital to energy conversion and storage devices that make renewable
resources viable for electrification technologies. In situ transmission electron microscopy …

The accurate analysis of microscopy images representing various materials obtained in
scanning probe microscopy, scanning tunneling microscopy, and transmission electron …

Deep learning-based object detection models have recently found widespread use in
materials science, with rapid progress made in just the past two years. Scanning and …