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Soonmyung Lee and Sanghoon Park
In order to expand the zero-energy building, it is necessary to evaluate the economic feasibility of the passive and active elements applied to achieve the zero-energy building. The purpose of this study is to verify the final energy consumption and inve...
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Guwon Yoon, Seunghwan Kim, Haneul Shin, Keonhee Cho, Hyeonwoo Jang, Tacklim Lee, Myeong-in Choi, Byeongkwan Kang, Sangmin Park, Sanghoon Lee, Junhyun Park, Hyeyoon Jung, Doron Shmilovitz and Sehyun Park
Energy prediction models and platforms are being developed to achieve carbon-neutral ESG, transition buildings to renewable energy, and supply sustainable energy to EV charging infrastructure. Despite numerous studies on machine learning (ML)-based predi...
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Hyo-Keun Jang, Seok-Hyun Youn, Huitae Joo, Jae-Joong Kang, Jae-Hyung Lee, Dabin Lee, Naeun Jo, Yejin Kim, Kwanwoo Kim, Myung-Joon Kim, Sanghoon Park, Jaehong Kim, Jaesoon Kim, So-Hyun Ahn and Sang-Heon Lee
We investigated the spatio-temporal variations in three key biomolecular compounds (carbohydrates, proteins, and lipids) in particulate organic matter (POM) in the Yellow Sea (YS), South Sea of Korea (SS), East China Sea (ECS), and East Sea (Sea of Japan...
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Yejin Kim, Seok-Hyun Youn, Hyun-Ju Oh, Huitae Joo, Hyo-Keun Jang, Jae-Joong Kang, Dabin Lee, Naeun Jo, Kwanwoo Kim, Sanghoon Park, Jaehong Kim and Sang-Heon Lee
Little information on the phytoplankton community in the Yellow Sea (YS)?especially size-fractionated phytoplankton?is currently available, in comparison to the various physicochemical studies in the literature. Using high-performance liquid chromatograp...
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Jaekyung Kim, Jungwoo Huh, Ingu Park, Junhyeong Bak, Donggeon Kim and Sanghoon Lee
Deep learning-based object detection is one of the most popular research topics. However, in cases where large-scale datasets are unavailable, the training of detection models remains challenging due to the data-driven characteristics of deep learning. S...
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Soonmyung Lee and Sanghoon Park
The objective of this study is to derive a design methodology for a zero-energy building considering the energy production and consumption of the building. In order to establish the design methodology, various factors affecting the energy production and ...
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Beom Kwon and Sanghoon Lee
In this study, we performed skeleton-based body mass index (BMI) classification by developing a unique ensemble learning method for human healthcare. Traditionally, anthropometric features, including the average length of each body part and average heigh...
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Sanghoon Lee, Eunil Park, Sang Jib Kwon and Angel P. del Pobil
The concepts of corporate social responsibility (CSR) and user experience have been identified as core determinants of the success of service providers. Accordingly, practitioners and researchers have investigated the effects of service providers? CSR an...
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