Deep learning modeling in microscopy imaging: A review of materials science applications

M Ragone, R Shahabazian-Yassar, F Mashayek… - Progress in Materials …, 2023 - Elsevier
The accurate analysis of microscopy images representing various materials obtained in
scanning probe microscopy, scanning tunneling microscopy, and transmission electron …

Observing and measuring strain in nanostructures and devices with transmission electron microscopy

MJ Hÿtch, AM Minor - MRS bulletin, 2014 - cambridge.org
The evolution of elastic strain engineering in nanostructures and devices requires
characterization tools that can be used to not only observe but also quantify the actual strain …

Quantitative measurement of displacement and strain fields from HREM micrographs

MJ Hÿtch, E Snoeck, R Kilaas - Ultramicroscopy, 1998 - Elsevier
A method for measuring and map** displacement fields and strain fields from high-
resolution electron microscope (HREM) images has been developed. The method is based …

A deep learning approach to identify local structures in atomic‐resolution transmission electron microscopy images

J Madsen, P Liu, J Kling, JB Wagner… - Advanced Theory …, 2018 - Wiley Online Library
Recording atomic‐resolution transmission electron microscopy (TEM) images is becoming
increasingly routine. A new bottleneck is then analyzing this information, which often …

Measurement of the displacement field of dislocations to 0.03 Å by electron microscopy

MJ Hÿtch, JL Putaux, JM Pénisson - Nature, 2003 - nature.com
Defects and their associated long-range strain fields are of considerable importance in many
areas of materials science,. For example, a major challenge facing the semiconductor …

Detection of bromine monoxide in a volcanic plume

N Bobrowski, G Hönninger, B Galle, U Platt - Nature, 2003 - nature.com
The emission of volcanic gases usually precedes eruptive activity, providing both a warning
signal and an indication of the nature of the lava soon to be erupted. Additionally, volcanic …

The Peak Pairs algorithm for strain map** from HRTEM images

PL Galindo, S Kret, AM Sanchez, JY Laval, A Yanez… - Ultramicroscopy, 2007 - Elsevier
Strain map** is defined as a numerical image-processing technique that measures the
local shifts of image details around a crystal defect with respect to the ideal, defect-free …

[หนังสือ][B] Epitaxy of nanostructures

V Shchukin, NN Ledentsov, D Bimberg - 2004 - books.google.com
The general trend in modern solid state physics and technology is to make things smaller.
The size of key elements in modern devices approaches the nanometer scale, for both …

Patterned probes for high precision 4D-STEM bragg measurements

SE Zeltmann, A Müller, KC Bustillo, B Savitzky… - Ultramicroscopy, 2020 - Elsevier
Nanoscale strain map** by four-dimensional scanning transmission electron microscopy
(4D-STEM) relies on determining the precise locations of Bragg-scattered electrons in a …

Strain map** in free-standing heterostructured wurtzite InAs/InP nanowires

MW Larsson, JB Wagner, M Wallin… - …, 2006 - iopscience.iop.org
The strain distribution in heterostructured wurtzite InAs/InP nanowires is measured by a
peak finding technique using high resolution transmission electron microscopy images. We …