Meta‐Attention Deep Learning for Smart Development of Metasurface Sensors

Meta‐Attention Deep Learning for Smart Development of Metasurface Sensors

Abstract Optical metasurfaces with pronounced spectral characteristics are promising for sensor applications. Currently, deep learning (DL) offers a rapid manner to design various metasurfaces. However, conventional DL models are usually assumed as black boxes, which is difficult to explain how a DL...

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Bibliographic Details
Main Authors: Yuan Gao, Wei Chen, Fajun Li, Mingyong Zhuang, Yiming Yan, Jun Wang, Xiang Wang, Zhaogang Dong, Wei Ma, Jinfeng Zhu
Format: Article
Language:English
Published: Wiley 2024-11-01
Series:Advanced Science
Subjects:
bound states in the continuum
explainable deep learning
metasensors
metasurface
transformer
Online Access:https://doi.org/10.1002/advs.202405750

Internet

https://doi.org/10.1002/advs.202405750

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