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Adjoint sensitivity analysis based photonic structure efficiency prediction and data augmentation
- Issue Date
- Aug-2024
- Publisher
- Optical Society of America
- Citation
- Conference on Lasers and Electro-Optics/Pacific Rim, CLEO-PR 2024 in Proceedings 2024 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR), pp 1 - 2
- Pages
- 2
- Indexed
- SCOPUS
- Journal Title
- Conference on Lasers and Electro-Optics/Pacific Rim, CLEO-PR 2024 in Proceedings 2024 Conference on Lasers and Electro-Optics Pacific Rim (CLEO-PR)
- Start Page
- 1
- End Page
- 2
- Abstract
- 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.
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Related Researcher
- Chung, Haejun
- COLLEGE OF ENGINEERING (SCHOOL OF ELECTRONIC ENGINEERING)