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Defective Photovoltaic Module Detection Using EfficientNet-B0 in the Machine Vision Environmentopen access

Shin, Minseop; Seo, Junyoung; Lee, In-Bae; Kim, Sojung

ArticleIssue Date2026CitationMachines, v.14, no.2, pp 1 - 19PublisherMDPI
SCIESCOPUS
Designing a Rice Straw-Based Biofuel Supply Chain Using Mixed-Integer Programming in South Koreaopen access

Song, Seongeun; Seo, Junyoung; Kim, Youngjin; Kim, Sumin; Kim, Sojung

ArticleIssue Date2026CitationEnergies, v.19, no.5, pp 1 - 24PublisherMDPI
SCIESCOPUS
Location Allocation of Corn Stover Pretreatment Facilities in South Korea Under an Agent-Based Simulation Frameworkopen access

Kim, Youngjin; Seo, Junyoung; Kim, Sojung

ArticleIssue Date2025CitationApplied Sciences, v.15, no.17, pp 1 - 23PublisherMDPI
SCIESCOPUS
Machine Learning Technologies in the Supply Chain Management Research of Biodiesel: A Reviewopen access

Kim, Sojung; Seo, Junyoung; Kim, Sumin

ArticleIssue Date2024CitationEnergies, v.17, no.6, pp 1 - 15PublisherMultidisciplinary Digital Publishing Institute (MDPI)
SCIESCOPUS
Onion Yield Analysis Using a Satellite Image-Based Soil Moisture Prediction Modelopen access

Seo, Junyoung; Kim, Sumin; Kim, Sojung

ArticleIssue Date2025CitationAgronomy, v.15, no.11, pp 1 - 17PublisherMDPI
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