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Machine learning for automated experimentation in scanning transmission electron microscopy
Machine learning (ML) has become critical for post-acquisition data analysis in (scanning) transmission electron microscopy, (S)TEM, imaging and...
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Accurate atomic scanning transmission electron microscopy analysis enabled by deep learning
Currently, the machine learning (ML)-based scanning transmission electron microscopy (STEM) analysis is limited in the simulative stage, its...
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Modern Scanning Electron Microscopy. 2. Test Objects for Scanning Electron Microscopy
Abstract —A review of the test objects intended to calibrate scanning electron microscopes and study the secondary-electron emission of a solid-body...
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Transmission-scanning electron microscopy of interface fracture of ferrite deformation twins
Deformation twins in the ferrite matrix of an age-hardened duplex stainless steel have been observed using on-axis transmission Kikuchi diffraction...
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Leveraging generative adversarial networks to create realistic scanning transmission electron microscopy images
The rise of automation and machine learning (ML) in electron microscopy has the potential to revolutionize materials research through autonomous data...
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High Pressure Transmission Electron Microscopy (TEM)
Transmission electron microscopy uses an electron beam to reveal the structural information of a sample. To this end, the instrument needs to be in a... -
Electron Microscopy
The chapter presents the fundaments of electron and optical microscopes. It begins with an overview of microscopy and then continues to how the... -
Introduction to In-Situ Transmission Electron Microscopy
The capability to capture the evolution of the structure and properties of nanomaterials in response to external stimuli makes in situ transmission... -
Going beyond atom visualization—Characterization of supported two-atom single-cluster catalysts with scanning transmission electron microscopy
As an innovative development of single-atom catalysts (SACs), single-cluster catalysts (SCCs) such as dual-atom catalysts have attracted considerable...
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Scanning Electron Microscopy (SEM)
Scanning electron microscopy (SEM) is perhaps the first technique a catalyst researcher should use to start characterizing a catalyst. In this... -
Scanning Transmission Electron Microscopy of Magnetic Nanoalloys and Their Nanocomposites
Transmission electron microscopy (TEM) is a powerful tool for the structural and chemical characterization of materials at the nanoscale. In... -
Scanning Transmission Electron Microscopy of Magnetic Nanoalloys and Their Nanocomposites
Transmission electron microscopy (TEM) is a powerful tool for the structural and chemical characterization of materials at the nanoscale. In... -
Transmission, Scanning Transmission, and Scanning Electron Microscopy
The properties of magnetic materials are closely related to their microstructure and micromagnetic structures like magnetic domains and spin... -
4D scanning transmission electron microscopy (4D-STEM) reveals crystallization mechanisms of organic semiconductors on graphene
Organic semiconductor materials exhibit properties that enable use in various electrical devices, such as organic solar cells and field-effect...
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Characterisation of Secondary Copper Smelting Slag With Transmission Electron Microscopy
The utilization of slag from metallurgical processes supports resource conservation, which highlights the importance of understanding its properties....
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Uncovering material deformations via machine learning combined with four-dimensional scanning transmission electron microscopy
Understanding lattice deformations is crucial in determining the properties of nanomaterials, which can become more prominent in future applications...
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Microscopy Analysis
In the study of mineral raw materials, three main types of microscopy are used: optical microscopy (OM), scanning electron microscopy (SEM) and... -
In-situ scanning transmission electron microscopy study of Al-amorphous SiO2 layer-SiC interface
Here, we present a comprehensive study on atomic-scale in-situ biasing/heating scanning transmission electron microscopy ((S)TEM) of Al-amorphous SiO 2 ...
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Electron Microscopy for Visualization of Interfaces in Adhesion and Adhesive Bonding
This chapter provides an overview of electron microscopy techniques to investigate interfaces in polymeric materials and adhesive bonds. First, how... -
Probing the Nucleation and Growth Kinetics of Bismuth Nanoparticles via In-situ Transmission Electron Microscopy
The nucleation and growth mechanism of nanoparticles is an important theory, which can guide the preparation of nanomaterials. However, it is still...