Research output per year
Research output per year
Personal profile
In Korean
서동준 교수(과학기술대학 스마트플랜트공학과)
Education
o (2014) Ph.D., Korea Advanced Institute of Science and Technology (KAIST), South Korea
o (2007) M.S., Korea Advanced Institute of Science and Technology (KAIST), South Korea
o (2005) B.S., Ajou University, South Korea
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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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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 Access5 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 Access2 Scopus citations -
Data-driven approach for electricity consumption benchmarking of multi residential buildings
Jeun, W., Hwang, J., Suh, D. & Otto, M. O., 15 Oct 2025, In: Energy and Buildings. 345, 115944.Research output: Contribution to journal › Article › peer-review
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Enhancing building energy through regularized Bayesian neural networks for precise occupancy detection
Yahaya, A., Owolabi, A. B. & Suh, D., 1 Aug 2025, In: Journal of Building Engineering. 107, 112777.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Extreme Precipitation Dynamics and El Niño–Southern Oscillation Influences in Kathmandu Valley, Nepal
Chaulagain, D., Ray, R. L., Yakub, A. O., Same, N. N., Park, J., Tangoh, A. F., Roh, J. W., Suh, D., Lim, J. O. & Huh, J. S., May 2025, In: Water (Switzerland). 17, 9, 1397.Research output: Contribution to journal › Article › peer-review
Open Access