Pixel-wise classification in graphene-detection with tree-based machine learning algorithms

Mechanical exfoliation of graphene and its identification by optical inspection is one of the milestones in condensed matter physics that sparked the field of two-dimensional materials. Finding regions of interest from the entire sample space and identification of layer number is a routine task pote...

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Bibliographic Details
Main Authors: Woon Hyung Cho, Jiseon Shin, Young Duck Kim, George J Jung
Format: Article
Language:English
Published: IOP Publishing 2022-01-01
Series:Machine Learning: Science and Technology
Subjects:
Online Access:https://doi.org/10.1088/2632-2153/aca744