Laser & Optoelectronics Progress, Volume. 61, Issue 4, 0424001(2024)
Optimized Design of Terahertz Coding Frequency Selection Surface Based on Deep Learning
[1] Wang L, Gao F, Teng S H et al. Terahertz dielectric metasurface for dual-dimensional multi-channel multiplexing[J]. Acta Optica Sinica, 43, 0324001(2023).
[2] Feng H, Bu W H, Wang W J et al. Passive terahertz imaging system for fast scanning of human body by a single detector[J]. Acta Optica Sinica, 40, 0711002(2020).
[3] Siegel P H. Terahertz technology in biology and medicine[J]. IEEE Transactions on Microwave Theory and Techniques, 52, 2438-2447(2004).
[4] Qiu Y Q, Wang G Q, Lang T T. Terahertz metamaterial biosensor based on double split-ring structure[J]. Acta Optica Sinica, 43, 0428002(2023).
[5] Wang X D, Song Z X, Li Y et al. Review of DNA detection and application based on THz spectroscopy[J]. Laser & Optoelectronics Progress, 57, 170003(2020).
[6] Wu W, Zong Z Y, Fang D G. Overview of equivalent circuit design methods for frequency selective surfaces[J]. Journal of Microwaves, 38, 73-79(2022).
[7] Bossard J A, Werner D H, Mayer T S et al. A novel design methodology for reconfigurable frequency selective surfaces using genetic algorithms[J]. IEEE Transactions on Antennas and Propagation, 53, 1390-1400(2005).
[8] Zhang Q, Wan X, Liu S et al. Shaping electromagnetic waves using software-automatically-designed metasurfaces[J]. Scientific Reports, 7, 3588(2017).
[9] Jia Y X, Wang J F, Chen W et al. Research progress on rapid optimization design methods of metamaterials based on intelligent algorithms[J]. Journal of Radars, 10, 220-239(2021).
[10] Liu C, Ma Q, Li L L et al. Artificial intelligence metamaterials[J]. Acta Optica Sinica, 41, 0823004(2021).
[11] Zheng Y P, Li G Y, Li Y. Survey of application of deep learning in image recognition[J]. Computer Engineering and Applications, 55, 20-36(2019).
[12] Lauriola I, Lavelli A, Aiolli F. An introduction to deep learning in natural language processing: models, techniques, and tools[J]. Neurocomputing, 470, 443-456(2022).
[13] Wen L H, Jo K H. Deep learning-based perception systems for autonomous driving: a comprehensive survey[J]. Neurocomputing, 489, 255-270(2022).
[14] Wiecha P R, Muskens O L. Deep learning meets nanophotonics: a generalized accurate predictor for near fields and far fields of arbitrary 3D nanostructures[J]. Nano Letters, 20, 329-338(2020).
[15] Liu Z C, Zhu D Y, Rodrigues S P et al. Generative model for the inverse design of metasurfaces[J]. Nano Letters, 18, 6570-6576(2018).
[16] Qiu T S, Shi X, Wang J F et al. Deep learning: a rapid and efficient route to automatic metasurface design[J]. Advanced Science, 6, 1900128(2019).
[17] Grischkowsky D, Keiding S, van Exter M et al. Far-infrared time-domain spectroscopy with terahertz beams of dielectrics and semiconductors[J]. Journal of the Optical Society of America B, 7, 2006-2015(1990).
[18] Li R Z, Dong X P, Cheng J R et al. Fast optimization of high-angular-dispersion wideband dielectric metagratings based on neural networks[J]. Acta Optica Sinica, 40, 2305001(2020).
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Pan Zhou, Lei Gong, Zhiqiang Yang, Liguo Wang, Lihong Yang, Yao Li, Haibin Wang, Jie Yu. Optimized Design of Terahertz Coding Frequency Selection Surface Based on Deep Learning[J]. Laser & Optoelectronics Progress, 2024, 61(4): 0424001
Category: Optics at Surfaces
Received: May. 6, 2023
Accepted: Jun. 20, 2023
Published Online: Feb. 27, 2024
The Author Email: Lei Gong (gonglei@xatu.edu.cn)
CSTR:32186.14.LOP231229