• Acta Photonica Sinica
  • Vol. 53, Issue 5, 0553111 (2024)
Xin SUN1, Wenxiu LI2,**, Shuo JIANG3, Zongqi YANG1..., Xinyao HUANG3, Hao ZHANG1,*, Anping HUANG3 and Zhisong XIAO3,4|Show fewer author(s)
Author Affiliations
  • 1Institute of Advanced Science and Technology,Beihang University,Beijing 100191,China
  • 2School of Electronic and Information Engineering,Beihang University,Beijing 100191,China
  • 3School of Physics,Beihang University,Beijing 100191,China
  • 4School of Instrument Science and Opto-electronics Engineering,Beijing Information Science and Technology University,Beijing 100192,China
  • show less
    DOI: 10.3788/gzxb20245305.0553111 Cite this Article
    Xin SUN, Wenxiu LI, Shuo JIANG, Zongqi YANG, Xinyao HUANG, Hao ZHANG, Anping HUANG, Zhisong XIAO. Regulation Method of Fano Resonance Effect Based on Deep Learning in Micro-ring Resonators[J]. Acta Photonica Sinica, 2024, 53(5): 0553111 Copy Citation Text show less
    References

    [1] A GUARINO, G POBERAJ, D REZZONICO et al. Electro-optically tunable microring resonators in lithium niobate. Nature Photonics, 1, 407-410(2007).

    [2] I KRASNOKUTSKA, J L J TAMBASCO, A PERUZZO. Tunable large free spectral range microring resonators in lithium niobate on insulator. Scientific Reports, 9, 11086(2019).

    [3] Z VERNON, J E SIPE. Strongly driven nonlinear quantum optics in microring resonators. Physical Review A, 92, 033840(2015).

    [4] Shuo JIANG, Zhisong XIAO, Wenxiu LI et al. Enhanced nanoparticle sensing by mode intensity in a non-reciprocally coupled microcavity. Journal of Applied Physics, 131, 103106(2022).

    [5] M NAKADAI, T ASANO, S NODA. Electrically controlled on-demand photon transfer between high-Q photonic crystal nanocavities on a silicon chip. Nature Photonics, 16, 113-118(2022).

    [6] H CHOI, M HEUCK, D ENGLUND. Self-similar nanocavity design with ultrasmall mode volume for single-photon nonlinearities. Physical Review Letters, 118, 223605(2017).

    [7] Beibei LI, Yunfeng XIAO, Changling ZOU et al. Experimental controlling of Fano resonance in indirectly coupled whispering-gallery microresonators. Applied Physics Letters, 100, 021108(2012).

    [8] C JAVERZAC-GALY, K PLEKHANOV, N R BERNIER et al. On-chip microwave-to-optical quantum coherent converter based on a superconducting resonator coupled to an electro-optic microresonator. Physical Review A, 94, 053815(2016).

    [9] T E DRAKE, T C BRILES, J R STONE et al. Terahertz-rate Kerr-microresonator optical clockwork. Physical Review X, 9, 031023(2019).

    [10] Wenxiu LI, Hao ZHANG, Jiaming LIU et al. On-chip high-sensitivity temperature sensor based on gain-loss coupled microresonators. Journal of the Optical Society of America B, 34, 1765-1770(2017).

    [11] Shanhui FAN. Sharp asymmetric line shapes in side-coupled waveguide-cavity systems. Applied Physics Letters, 80, 908-910(2002).

    [12] Linpeng GU, Liang FANG, Hanlin FANG et al. Fano resonance lineshapes in a waveguide-microring structure enabled by an air-hole. APL Photonics, 5, 016108(2020).

    [13] Linpeng GU, Hanlin FANG, Juntao LI et al. A compact structure for realizing Lorentzian, Fano, and electromagnetically induced transparency resonance lineshapes in a microring resonator. Nanophotonics, 8, 841-848(2019).

    [14] Jun WANG, Jie LIN, Peng JIN et al. Fano resonance in a microring resonator with a micro-reflective unit. Optics Express, 31, 31587-31596(2023).

    [15] S MOLESKY, Z LIN, A Y PIGGOTT et al. Inverse design in nanophotonics. Nature Photonics, 12, 659-670(2018).

    [16] Jiaqi JIANG, Mingkun CHEN, J A FAN. Deep neural networks for the evaluation and design of photonic devices. Nature Reviews Materials, 6, 679-700(2021).

    [17] M MAFI, A H ESMAILE. Inverse design of a high‐quality factor multi‐purpose optical biosensor. IET Optoelectronics, 16, 266-276(2022).

    [18] Peipei XIA, Li ZHANG, Fanzhang LI. Learning similarity with cosine similarity ensemble. Information Sciences, 307, 39-52(2015).

    Xin SUN, Wenxiu LI, Shuo JIANG, Zongqi YANG, Xinyao HUANG, Hao ZHANG, Anping HUANG, Zhisong XIAO. Regulation Method of Fano Resonance Effect Based on Deep Learning in Micro-ring Resonators[J]. Acta Photonica Sinica, 2024, 53(5): 0553111
    Download Citation