• Acta Photonica Sinica
  • Vol. 52, Issue 6, 0623001 (2023)
Peng HONG1, Longxiayu HU2, Zixin ZHOU3, Haoran QIN4..., Jiale CHEN2, Ye FAN5, Tongyu YIN6, Junlong KOU1,2,* and Yanqing LU2,7,**|Show fewer author(s)
Author Affiliations
  • 1School of Integrated Circuits, Nanjing University, Suzhou 215163, China
  • 2School of Electronic Science and Engineering, Nanjing University, Nanjing 210093, China
  • 3College of Chemistry and Materials Science, Northwest University, Xi'an 710069, China
  • 4College of Physics, Sichuan University, Chengdu 610065, China
  • 5School of Microelectronics Science and Technology, Sun Yat-Sen University, Zhuhai 519082, China
  • 6School of Electronic Science and Engineering, Xi'an Jiaotong University, Xi'an 710049, China
  • 7College of Engineering and Applied Sciences, Nanjing University, Nanjing 210093, China
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    DOI: 10.3788/gzxb20235206.0623001 Cite this Article
    Peng HONG, Longxiayu HU, Zixin ZHOU, Haoran QIN, Jiale CHEN, Ye FAN, Tongyu YIN, Junlong KOU, Yanqing LU. Advances of Inverse Design in Photonics(Invited)[J]. Acta Photonica Sinica, 2023, 52(6): 0623001 Copy Citation Text show less
    Application examples of genetic algorithm
    Fig. 1. Application examples of genetic algorithm
    Boundary changes in shape optimization
    Fig. 2. Boundary changes in shape optimization
    Dielectric metastructure based on topology optimization inverse design
    Fig. 3. Dielectric metastructure based on topology optimization inverse design
    The forward neural network predicts the optical response of the structure
    Fig. 4. The forward neural network predicts the optical response of the structure
    Direct reverse design using neural network
    Fig. 5. Direct reverse design using neural network
    Inverse design in topological photonics
    Fig. 6. Inverse design in topological photonics
    Nonlinear structure devices obtained by topology optimization
    Fig. 7. Nonlinear structure devices obtained by topology optimization
    Application example of inverse design in metasurface design
    Fig. 8. Application example of inverse design in metasurface design
    Application examples of inverse design in solar cells and lithography
    Fig. 9. Application examples of inverse design in solar cells and lithography
    Application examples of inverse design in sensing
    Fig. 10. Application examples of inverse design in sensing
    Application examples of inverse design in waveguide and modal multiplexing
    Fig. 11. Application examples of inverse design in waveguide and modal multiplexing
    Inverse design of hybrid integration of quantum photonic circuits
    Fig. 12. Inverse design of hybrid integration of quantum photonic circuits
    AlgorithmSGA1SGA2VPGA
    Iterations~300~50~120
    Optimal solution0.452 7800.385 3750.448 445
    Table 1. Iterations and optimal solution of Y splitter by three genetic algorithms
    Wavelength/nmT1T2R
    1 3100.651 2380.023 261 20.083 513 6
    1 5500.062 5730.710 7460.027 422 5
    Table 2. Transmittance and reflectance of wavelength division multiplexer
    Peng HONG, Longxiayu HU, Zixin ZHOU, Haoran QIN, Jiale CHEN, Ye FAN, Tongyu YIN, Junlong KOU, Yanqing LU. Advances of Inverse Design in Photonics(Invited)[J]. Acta Photonica Sinica, 2023, 52(6): 0623001
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