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High-speed multiwavelength adjoint optimization with surrogate solver

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dc.contributor.authorSeo, Joonhyuk-
dc.contributor.authorKang, Chanik-
dc.contributor.authorSeo, Dongjin-
dc.contributor.authorChung, Haejun-
dc.date.accessioned2025-02-19T08:30:18Z-
dc.date.available2025-02-19T08:30:18Z-
dc.date.issued2024-09-
dc.identifier.issn2997-7053-
dc.identifier.issn2997-7037-
dc.identifier.urihttps://scholarworks.bwise.kr/hanyang/handle/2021.sw.hanyang/206508-
dc.description.abstractWe propose a neural network designed to learn the field simulation across multiple wavelengths. The model shows high accuracy in predicted fields and rapidly performs adjoint optimization for various wavelengths.-
dc.format.extent2-
dc.language영어-
dc.language.isoENG-
dc.publisherOptical Society of America-
dc.titleHigh-speed multiwavelength adjoint optimization with surrogate solver-
dc.typeArticle-
dc.identifier.doi10.1109/CLEO-PR60912.2024.10676462-
dc.identifier.scopusid2-s2.0-85216120607-
dc.identifier.wosid001532172700049-
dc.identifier.bibliographicCitationConference 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.titleConference 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.startPage1-
dc.citation.endPage2-
dc.type.docTypeProceedings Paper-
dc.description.isOpenAccessN-
dc.description.journalRegisteredClassscopus-
dc.relation.journalResearchAreaEngineering-
dc.relation.journalResearchAreaMaterials Science-
dc.relation.journalResearchAreaOptics-
dc.relation.journalResearchAreaPhysics-
dc.relation.journalWebOfScienceCategoryEngineering, Electrical & Electronic-
dc.relation.journalWebOfScienceCategoryMaterials Science, Multidisciplinary-
dc.relation.journalWebOfScienceCategoryOptics-
dc.relation.journalWebOfScienceCategoryPhysics, Applied-
dc.subject.keywordPlusAdjoint optimizations-
dc.subject.keywordPlusField simulation-
dc.subject.keywordPlusHigh Speed-
dc.subject.keywordPlusHigh-accuracy-
dc.subject.keywordPlusLearn+-
dc.subject.keywordPlusMultiple wavelengths-
dc.subject.keywordPlusMultiwavelength-
dc.subject.keywordPlusNeural-networks-
dc.identifier.urlhttps://ieeexplore.ieee.org/document/10676462-
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Chung, Haejun
COLLEGE OF ENGINEERING (SCHOOL OF ELECTRONIC ENGINEERING)
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