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Adjoint Method for Data Augmentation of Photonic Structures
- Seo, Dongjin;
- Kang, Chanik;
- Chung, Haejun
Citations
SCOPUS
1초록
We propose an adjoint-based data augmentation method for photonic optimization problems. We demonstrate that the proposed method dramatically improves data efficiency by finding a high-efficiency metalens design that shows 87% focusing efficiency.
키워드
Adjoint methods; Adjoints; Augmentation methods; Data augmentation; Higher efficiency; MetaLens; Optimization problems; Photonic structure
- 제목
- Adjoint Method for Data Augmentation of Photonic Structures
- 저자
- Seo, Dongjin; Kang, Chanik; Chung, Haejun
- 발행일
- 2023-08
- 유형
- Conference paper
- 저널명
- Flat Optics: Components to Systems in Proceedings Optica Imaging Congress, 3D, COSI, DH, FLatOptics, IS, pcAOP - Part of Imaging and Applied Optics Congress 2023
- 페이지
- 1 ~ 2
- 언어
- ENG
- 출판사
- Optical Society of America
- 분량
- 2 페이지
- ISSN
- P 0000-0000