Machine Learning Pipeline for Segmentation and Defect Identification from High-Resolution Transmission Electron Microscopy Data
Author:
Abstract
Publisher
Cambridge University Press (CUP)
Subject
Instrumentation
Reference40 articles.
1. A Universal Scripting Engine for Transmission Electron Microscopy
2. Nanoparticle detection from TEM images with deep learning
3. Correlation of Atomic Structure and Photoluminescence of the Same Quantum Dot: Pinpointing Surface and Internal Defects That Inhibit Photoluminescence
4. A Deep Learning Approach to Identify Local Structures in Atomic-Resolution Transmission Electron Microscopy Images
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