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Machine learning in scanning transmission electron microscopy
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 …
tool for structural and functional imaging of materials on the atomic level. Driven by …
Four-dimensional scanning transmission electron microscopy (4D-STEM): From scanning nanodiffraction to ptychography and beyond
C Ophus - Microscopy and Microanalysis, 2019 - cambridge.org
Scanning transmission electron microscopy (STEM) is widely used for imaging, diffraction,
and spectroscopy of materials down to atomic resolution. Recent advances in detector …
and spectroscopy of materials down to atomic resolution. Recent advances in detector …
py4DSTEM: A software package for four-dimensional scanning transmission electron microscopy data analysis
Scanning transmission electron microscopy (STEM) allows for imaging, diffraction, and
spectroscopy of materials on length scales ranging from microns to atoms. By using a high …
spectroscopy of materials on length scales ranging from microns to atoms. By using a high …
Disentangling multiple scattering with deep learning: application to strain map** from electron diffraction patterns
A fast, robust pipeline for strain map** of crystalline materials is important for many
technological applications. Scanning electron nanodiffraction allows us to calculate strain …
technological applications. Scanning electron nanodiffraction allows us to calculate strain …
Accurate measurement of strain at interfaces in 4D-STEM: A comparison of various methods
Strain analysis by nano-beam electron diffraction allows for measurements of strain with
nanometre resolution in a large field of view. This is done by evaluating distances between …
nanometre resolution in a large field of view. This is done by evaluating distances between …
A symmetry-derived mechanism for atomic resolution imaging
M Krajnak, J Etheridge - Proceedings of the National Academy of …, 2020 - pnas.org
We introduce an image-contrast mechanism for scanning transmission electron microscopy
(STEM) that derives from the local symmetry within the specimen. For a given position of the …
(STEM) that derives from the local symmetry within the specimen. For a given position of the …
4D-STEM at interfaces to GaN: Centre-of-mass approach & NBED-disc detection
Abstract 4D-scanning transmission electron microscopy (4D-STEM) can be used to measure
electric fields such as atomic fields or polarization-induced electric fields in crystal …
electric fields such as atomic fields or polarization-induced electric fields in crystal …
Transmission electron microscopy of epitaxial semiconductor materials and devices
J Dong, H Bai, Y Deng, S Liu, X Wang… - Journal of Physics D …, 2024 - iopscience.iop.org
The transmission electron microscope (TEM) is a powerful imaging, diffraction and
spectroscopy tool that has revolutionized the field of microscopy. It has contributed to …
spectroscopy tool that has revolutionized the field of microscopy. It has contributed to …
Towards the interpretation of a shift of the central beam in nano-beam electron diffraction as a change in mean inner potential
The measurement of electric fields in scanning transmission electron microscopy (STEM) is
a highly investigated field of research. The constant improvement of spatial resolution in …
a highly investigated field of research. The constant improvement of spatial resolution in …
4D‐STEM Nanoscale Strain Analysis in van der Waals Materials: Advancing beyond Planar Configurations
Achieving nanoscale strain fields map** in intricate van der Waals (vdW) nanostructures,
like twisted flakes and nanorods, presents several challenges due to their complex …
like twisted flakes and nanorods, presents several challenges due to their complex …