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Automated identification and characterization of two-dimensional materials via machine learning-based processing of optical microscope images

Juntan Yang, Haimin Yao

2020Extreme Mechanics Letters49 citationsDOIOpen Access PDF

Topics & Concepts

Characterization (materials science)MicroscopeOptical microscopeMeasure (data warehouse)Property (philosophy)Identification (biology)Computer scienceMaterials scienceImage processingArtificial intelligenceSample (material)Task (project management)Biological systemOpticsNanotechnologyComposite materialImage (mathematics)Data miningScanning electron microscopeEngineeringPhysicsSystems engineeringPhilosophyThermodynamicsBotanyEpistemologyBiologyNon-Destructive Testing TechniquesIntegrated Circuits and Semiconductor Failure AnalysisIon-surface interactions and analysis
Automated identification and characterization of two-dimensional materials via machine learning-based processing of optical microscope images | Litcius