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Machine learning in nanomaterial electron microscopy data analysis
Lehan Yao,
Qian Chen
Materials Science and Engineering
Chemical and Biomolecular Engineering
Materials Research Lab
Biomedical and Translational Sciences
Beckman Institute for Advanced Science and Technology
Chemistry
Research output
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Chapter in Book/Report/Conference proceeding
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Dive into the research topics of 'Machine learning in nanomaterial electron microscopy data analysis'. Together they form a unique fingerprint.
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Keyphrases
Electron Microscopy
100%
Nanomaterials
100%
Microscopy Data
100%
Machine Learning
100%
Machine Learning Models
60%
Scanning Electron Microscopy
40%
Imaging Techniques
40%
Real Space
40%
Microscope Image
40%
Space Images
40%
Imaging Algorithm
40%
Characterization Techniques
20%
Image Data
20%
Atomic Force Microscopy
20%
Self-assembly
20%
Scanning Transmission Electron Microscopy
20%
Small-angle X-ray Scattering
20%
Low Efficiency
20%
Image Focusing
20%
Optical Microscope Image
20%
Excellent Performance
20%
Computer Science
20%
Nanoparticle Diffusion
20%
Nanomorphology
20%
Macroscopic Properties
20%
Retrieving Information
20%
Nanomaterials Research
20%
Structural Heterogeneity
20%
Real-space Imaging
20%
Machine Learning Applications
20%
Feature Vector
20%
Trajectory Tracking
20%
Information of Interest
20%
Feature Recognition
20%
Feature Detection
20%
Local Area
20%
Material Feature
20%
Fixed Position
20%
Classification Features
20%
Statistical Algorithms
20%
Conventional Images
20%
Detection-tracking
20%
Feature Trajectory
20%
Scientific Images
20%
Feature Segmentation
20%
Real Time Imaging Technique
20%
Liquid Cell TEM
20%
Engineering
Nanomaterial
100%
Learning System
100%
Real Space
50%
Space Image
33%
Image Processing Algorithm
33%
Length Scale
16%
Nanoparticle
16%
Image Data
16%
Atomic Force Microscopy
16%
Optical Microscope
16%
Real Life
16%
Liquid Phase
16%
Past Decade
16%
Macroscopic Property
16%
Feature Vector
16%
Features Detection
16%
Local Area
16%
Fixed Position
16%
File Format
16%
Computer Science
Microscopy Data
100%
Machine Learning
100%
Learning System
100%
Microscope Image
50%
Image Processing Algorithm
33%
Annotation
33%
Data Type
16%
Retrieving Information
16%
Feature Vector
16%
Feature Recognition
16%
Features Detection
16%
Macroscopic Property
16%
Computer Science
16%
Medicine and Dentistry
Electron Microscopy
100%
Nanomaterial
100%
Imaging Technique
50%
Microscope Image
50%
Scanning Electron Microscopy
16%
Atomic Force Microscopy
16%
Scanning Transmission Electron Microscopy
16%
Small-Angle X-Ray Scattering
16%
Nanoparticle
16%
Material Science
Electron Microscopy
100%
Nanostructured Material
100%
Nanoparticle
16%
Scanning Electron Microscopy
16%
Self Assembly
16%
Scanning Transmission Electron Microscopy
16%
Atomic Force Microscopy
16%
Structural Heterogeneity
16%
Chemical Engineering
Learning System
100%
Nanoparticle
16%
Trajectory Tracking
16%