Personal profile
In Korean
Education
o (2007) M.S., Korea Advanced Institute of Science and Technology (KAIST), South Korea
o (2005) B.S., Ajou University, South Korea
Professional Experience
o (2018~Present) Associate Professor, Kyungpook National Univiersity, South Korea
o (2015~2018) Senior Researcher, Korea Institute of Science and Technology Information (KISTI), South Korea
o (2014~2015) Research Assistant Professor, KAIST Institute for Information Technology Convergence, South Korea
o (2007~2010) Software Engineer, HUMAX, South Korea
Research Interests
o Conducting research into AI-driven problem-solving for large-scale infrastructures, such as plant systems, cities, factories, buildings, farms, and diverse facilities.
o Conducting research on Energy-AI encompassing Demand Response, Optimization, Energy Trading, Smart Grid, Distributed Energy Resources, Energy Storage Systems, and Renewable Energy Systems.
o Employing statistical methods within the AI-Industry to extract valuable insights from Big Data.
o Developing machine learning algorithms customized for practical applications across different domains.
o Conducting research on Industrial AI that fuses physics‑informed learning, digital twins, and edge intelligence to enable robust, real‑time decision‑making and control for safety‑critical systems.
o Advancing LLM/VLM methods tailored to industrial contexts, focusing on robust deployment, domain adaptation, and practical impact.
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Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure -
SDG 11 Sustainable Cities and Communities
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Collaborations and top research areas from the last five years
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Techno-economic feasibility of hybrid renewable energy systems for continuous demand coverage at the provincial level in South Korea
Yakub, A. O., Same, N. N., Chaulagain, D., Yahaya, A., Owolabi, A. B., Tangoh, A. F., Suh, D., Roh, J. W., Lim, J. O. & Huh, J. S., Mar 2026, In: Renewable Energy Focus. 56, 100788.Research output: Contribution to journal › Article › peer-review
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ZnO nanorods/Graphene/CNT nanocomposite gas sensors for enhanced VOC gas response and selectivity: Selective analysis of formaldehyde and ethanol
Tangoh, A. F., Park, J., Same, N. N., Yakub, A. O., Chaulagain, D., Roh, J. W., Suh, D., Lim, J. O. & Huh, J. S., Jan 2026, In: Materials Science and Engineering: B. 323, 118783.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
A depthwise convolutional neural network model based on active contour for multi-defect wafer map pattern classification
Choi, J. & Suh, D., Jan 2025, In: Engineering Applications of Artificial Intelligence. 139, 109707.Research output: Contribution to journal › Article › peer-review
Open Access9 Scopus citations -
A multicriteria decision analysis for the selection and ranking of crop residue for sustainable energy generation in West Africa
Same, N. N., Yakub, A. O., Chaulagain, D., Park, J., Owolabi, A. B., Lim, J. O., Roh, J. W., Suh, D. & Huh, J. S., Jun 2025, In: Energy Nexus. 18, 100408.Research output: Contribution to journal › Article › peer-review
Open Access3 Scopus citations -
An In-Context LLM for PV-BESS Operations: Adaptive Day-Ahead Strategy Recommendation for Economic Optimization
Kim, B. & Suh, D., 2025, In: IEEE Access. 13, p. 201565-201576 12 p.Research output: Contribution to journal › Article › peer-review
Open Access