材料科学
鉴定(生物学)
光致发光
纳米技术
纳米尺度
电化学
遮罩(插图)
指纹(计算)
剥脱关节
原子力显微镜
计算机科学
人工智能
光电子学
化学
电极
生物
植物
艺术
物理化学
视觉艺术
石墨烯
作者
Oliver Read,Khaled Parvez,Matthew Boyes,Xiuju Song,Jingjing Wang,Gianluca Fiori,Cinzia Casiraghi
出处
期刊:Small
[Wiley]
日期:2023-12-10
卷期号:20 (17): e2307232-e2307232
被引量:4
标识
DOI:10.1002/smll.202307232
摘要
Abstract This work demonstrates the use of 2D materials (2DMs) as identification tags by exploiting their unique shape. Electrochemical exfoliation enables the production of large quantities of optically accessible 2DMs with diverse morphology and large lateral sizes up to 20 µm. Image processing techniques are used to facilitate shape identification and matching within a dataset of 500 unique nanosheets. Rotational and translation invariant shape matching with no false positive matches between over 100 000 unique shape pairings is shown. The approach enables individual nanosheets to be deposited onto products, such as packaging of luxury goods, pharmaceuticals, banknotes, etc., as a unique seal of authenticity. Quick inspection of the nanoscale tag by optical microscopy allows the shape to be compared against the genuine dataset, enabling unique identification. The optical features of 2D materials, such as Raman and/or photoluminescence signals can be used as an additional chemical fingerprint, making the anticounterfeiting solution very robust.
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