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Adjoint method in machine learning: A pathway to efficient inverse design of photonic devices Go to Link open access

Kang, Chanik; Seo, Dongjin; Boriskina, Svetlana V.; Chung, Haejun

ArticleIssue Date2024CitationMaterials & Design, v.239, pp 1 - 9PublisherElsevier BV

SCOPUS

Adjoint sensitivity analysis based photonic structure efficiency prediction and data augmentation Go to Link

Kang, Chanik; Seo, Dongjin; Boriskina, Svetlana; Chung, Haejun

ArticleIssue Date2024CitationConference 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 - 2PublisherOptical Society of America

SCIESCOPUS

Effect of anchoring groups on the formation of self-assembled monolayers on Au(111) from cyclohexanethiol and cyclohexyl thiocyanate Go to Link

Lee, Jun Hyeong; Han, Jin Wook; Lee, Gaeun; Han, Seulki; Kim, Haeri; Seo, Dongjin; Kaizu, Riko; Latag, Glenn Villena; Hayashi, Tomohiro; Noh, Jaegeun

ArticleIssue Date2024CitationThin Solid Films, v.808, pp 1 - 8PublisherElsevier B.V.

SCIESCOPUS

Formation and Surface Structures of Long-Range Ordered Self-Assembled Monolayers of 2-Mercaptopyrazine on Au(111)Go to Link

Seo, Dongjin; Han, Jin Wook; Kim, Hongki; Kim, Yeon O.; Sung, Hyun Sun; Kaizu, Riko; Latag, Glenn Villena; Hayashi, Tomohiro; Lee, Nam-Suk; Noh, Jaegeun

ArticleIssue Date2025CitationInternational Journal of Molecular Sciences, v.26, no.1, pp 1 - 15PublisherMultidisciplinary Digital Publishing Institute (MDPI)

SCOPUS

High-speed multiwavelength adjoint optimization with surrogate solver Go to Link

Seo, Joonhyuk; Kang, Chanik; Seo, Dongjin; Chung, Haejun

SCOPUS

High-Speed Multiwavelength Adjoint Optimization with Surrogate Solver

Seo, Joonhyuk; Kang, Chanik; Seo, Dongjin; Chung, Haejun

ArticleIssue Date2024Citation16th Pacific Rim Conference on Lasers and Electro-Optics, CLEO-PR 2024, pp 1 - 2PublisherInstitute of Electrical and Electronics Engineers Inc.

SCIESCOPUS

Molecular Self-Assembly and Adsorption Structure of 2,2′-Dipyrimidyl Disulfides on Au(111) Surfaces Go to Link open access

Seo, Dongjin; Seong, Sicheon; Kim, Haeri; Oh, Hyun Su; Lee, Jun Hyeong; Kim, Hongki; Kim, Yeon O.; Maeda, Shoichi; Chikami, Shunta; Hayashi, Tomohiro, et al.

ArticleIssue Date2024CitationMolecules, v.29, no.4, pp 1 - 13PublisherMultidisciplinary Digital Publishing Institute (MDPI)

SCIE

Physics-Guided and Fabrication-Aware Inverse Design of Photonic Devices Using Diffusion Models Go to Link open access

Seo, Dongjin; Um, Soobin; Lee, Sangbin; Ye, Jong Chul; Chung, Haejun

ArticleIssue Date2026CitationACS PHOTONICS, v.13, no.2, pp 363 - 372PublisherAMER CHEMICAL SOC

SCOPUS

Physics-Guided Diffusion Models for Inverse Design

Seo, Dongjin; Um, Soobin; Ye, Jong Chul; Chung, Haejun

ArticleIssue Date2024Citation16th Pacific Rim Conference on Lasers and Electro-Optics, CLEO-PR 2024, pp 1 - 2PublisherInstitute of Electrical and Electronics Engineers Inc.

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Browsing by Seo, DongjinAuthor

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