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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
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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%