Opto-Electronic Advances, Volume. 6, Issue 10, 230057(2023)

Artificial intelligence-assisted chiral nanophotonic designs

Xuanru Zhang1...2,3 and Tie Jun Cui1,23,* |Show fewer author(s)
Author Affiliations
  • 1State Key Laboratory of Millimeter Waves, Southeast University, Nanjing 210096, China
  • 2Institute of Electromagnetic Space, Southeast University, Nanjing 210096, China
  • 3School of Information Science and Engineering, Southeast University, Nanjing 210096, China
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    References(13)

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    [2] S Droulias, L Bougas. Chiral sensing with achiral anisotropic metasurfaces. Phys Rev B, 075412(2021).

    [3] Y Zhao, AN Askarpour, LY Sun, JW Shi, XQ Li et al. Chirality detection of enantiomers using twisted optical metamaterials. Nat Commun, 14180(2017).

    [4] W Brullot, MK Vanbel, T Swusten, T Verbiest. Resolving enantiomers using the optical angular momentum of twisted light. Sci Adv, e1501349(2016).

    [5] XR Zhang, TJ Cui. Single-particle dichroism using orbital angular momentum in a microwave plasmonic resonator. ACS Photonics, 3291-3297(2020).

    [6] XR Zhang, X Zhao, TJ Cui. Microwave vortex transceiver system with continuous tunability using identical plasmonic resonators. Adv Opt Mater, 2201543(2022).

    [7] Q Zhang, C Liu, X Wan, L Zhang, S Liu et al. Machine-learning designs of anisotropic digital coding metasurfaces. Adv Theory Simul, 1800132(2019).

    [8] JQ Jiang, JA Fan. Global optimization of dielectric metasurfaces using a physics-driven neural network. Nano Lett, 5366-5372(2019).

    [9] D Melati, Y Grinberg, MK Dezfouli, S Janz, P Cheben et al. Mapping the global design space of nanophotonic components using machine learning pattern recognition. Nat Commun, 4775(2019).

    [10] O Khatib, SM Ren, J Malof, WJ Padilla. Deep learning the electromagnetic properties of metamaterials—a comprehensive review. Adv Funct Mater, 2101748(2021).

    [11] ZH Liu, XH Liu, ZY Xiao, CC Lu, HQ Wang et al. Integrated nanophotonic wavelength router based on an intelligent algorithm. Optica, 1367-1373(2019).

    [12] C Liu, WM Yu, Q Ma, LL Li, TJ Cui. Intelligent coding metasurface holograms by physics-assisted unsupervised generative adversarial network. Photonics Res, B159-B167(2021).

    [13] YX Chen, FY Zhang, ZB Dang, X He, CX Luo et al. Chiral detection of biomolecules based on reinforcement learning. Opto-Electron Sci, 220019(2023).

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    Xuanru Zhang, Tie Jun Cui. Artificial intelligence-assisted chiral nanophotonic designs[J]. Opto-Electronic Advances, 2023, 6(10): 230057

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    Paper Information

    Category: Research Articles

    Received: Apr. 11, 2023

    Accepted: Apr. 13, 2023

    Published Online: Mar. 13, 2024

    The Author Email: Cui Tie Jun (TJCui)

    DOI:10.29026/oea.2023.230057

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