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Adjoint sensitivity analysis based photonic structure efficiency prediction and data augmentation
| DC Field | Value | Language |
|---|---|---|
| dc.contributor.author | Kang, Chanik | - |
| dc.contributor.author | Seo, Dongjin | - |
| dc.contributor.author | Boriskina, Svetlana | - |
| dc.contributor.author | Chung, Haejun | - |
| dc.date.accessioned | 2025-02-26T06:00:12Z | - |
| dc.date.available | 2025-02-26T06:00:12Z | - |
| dc.date.issued | 2024-08 | - |
| dc.identifier.uri | https://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/206576 | - |
| dc.description.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. | - |
| dc.format.extent | 2 | - |
| dc.language | 영어 | - |
| dc.language.iso | ENG | - |
| dc.publisher | Optical Society of America | - |
| dc.title | Adjoint sensitivity analysis based photonic structure efficiency prediction and data augmentation | - |
| dc.type | Article | - |
| dc.identifier.scopusid | 2-s2.0-85216120903 | - |
| dc.identifier.bibliographicCitation | 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 | - |
| dc.citation.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) | - |
| dc.citation.startPage | 1 | - |
| dc.citation.endPage | 2 | - |
| dc.type.docType | Conference paper | - |
| dc.description.isOpenAccess | N | - |
| dc.description.journalRegisteredClass | scopus | - |
| dc.subject.keywordPlus | Photonics | - |
| dc.subject.keywordPlus | Sensitivity analysis | - |
| dc.identifier.url | https://opg.optica.org/abstract.cfm?uri=cleopr-2024-Mo1A_1 | - |
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