Design of two-dimensional multilevel optical anisotropic diffraction gratings with a generative adversarial network
This study uses a generative adversarial network to design multilevel optical anisotropic diffraction gratings with specific customizable characteristics. As input, this method uses the far electric field of polarization and intensity in each diffracted light through the gratings to design. Using th...
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| Veröffentlicht in: | Applied optics (2004) 2024-01, Vol.63 (2), p.305-309 |
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| container_end_page | 309 |
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| container_issue | 2 |
| container_start_page | 305 |
| container_title | Applied optics (2004) |
| container_volume | 63 |
| creator | Okamoto, Hiroyuki Kozai, Takanori Imawan, Alcander Noda, Kohei Sakamoto, Moritsugu Sasaki, Tomoyuki Suzuki, Masato Ono, Hiroshi |
| description | This study uses a generative adversarial network to design multilevel optical anisotropic diffraction gratings with specific customizable characteristics. As input, this method uses the far electric field of polarization and intensity in each diffracted light through the gratings to design. Using the finite-difference time-domain method, the designed structures are numerically evaluated, confirming that they can be created with the intended parameters. Multilevel optical anisotropic diffraction gratings created this way can be used in various fields to develop improved optical elements. |
| doi_str_mv | 10.1364/AO.500050 |
| format | Article |
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| fulltext | fulltext |
| identifier | ISSN: 1559-128X |
| ispartof | Applied optics (2004), 2024-01, Vol.63 (2), p.305-309 |
| issn | 1559-128X 2155-3165 1539-4522 |
| language | eng |
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| source | Alma/SFX Local Collection; Optica Publishing Group Journals |
| subjects | Electric fields Finite difference time domain method Generative adversarial networks Gratings (spectra) Light diffraction Luminous intensity Multilevel Optical components |
| title | Design of two-dimensional multilevel optical anisotropic diffraction gratings with a generative adversarial network |
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