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Adjoint sensitivity analysis based photonic structure efficiency prediction and data augmentation
- Kang, Chanik;
- Seo, Dongjin;
- Boriskina, Svetlana;
- Chung, Haejun
Citations
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0초록
We introduce Advanced Data Augmentation via Adjoint Sensitivity Analysis (A3SA) for photonic structure design. It leverages adjoint sensitivity analysis for massive data augmentation without extensive simulations, significantly improving design efficiency.
키워드
Photonics; Sensitivity analysis
- 제목
- Adjoint sensitivity analysis based photonic structure efficiency prediction and data augmentation
- 저자
- Kang, Chanik; Seo, Dongjin; Boriskina, Svetlana; Chung, Haejun
- 발행일
- 2024-08
- 유형
- Conference paper
- 저널명
- Conference on Lasers and Electro-Optics/Pacific Rim, CLEO-PR 2024 in Proceedings 2024 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)
- 페이지
- 1 ~ 2