Personal profile
Research interests
- Decentralized decision modeling
- Realtime control in smart manufacturing
- Large-scale data mining optimization
Related documents
Education/Academic qualification
PhD, Purdue University
Master, Korea University
Bachelor, Jeonbuk National University
ASJC Scopus Subject Areas
- Industrial and Manufacturing Engineering
Researcher Selected Keywords
- Decentralized decision modeling
- Realtime control in smart manufacturing
- Large-scale data mining optimization
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Collaborations and top research areas from the last five years
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Support Kennedy Valve in Electronic Information System Implementation and Powder Coating Process Improvement (AMD 3)
Khasawneh, M. (PI), Yoon, S. (CoPI) & Wang, Z. (CoPI)
09/22/25 → 09/18/26
Project: Research
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Systems Integration Engineering and Hardware Validation Testing Research and Development Support
Khasawneh, M. (PI) & Yoon, S. (CoPI)
07/8/24 → 06/30/26
Project: Research
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Operational Excellence R&D at The Schwarzman Animal Medical Center
Khasawneh, M. (PI), Srihari, K. (CoPI), Yoon, S. (CoPI) & Won, D. H. (CoPI)
Schwarzman Animal Medical Center
10/3/23 → 10/2/26
Project: Research
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Simulation-based Business Intelligence and Analytics for Digital Transformation in Manufactoring
Srihari, K. (PI), Khasawneh, M. (CoPI), Yoon, S. (CoPI), Srihari, K. (PI), Khasawneh, M. (CoPI), Yoon, S. (CoPI), Jin, Y. (CoPI) & Won, D. H. (CoPI)
Zebra Technologies Enterprise Corporation
05/1/22 → …
Project: Research
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Applied Research Supporting Raymond Logistics in Inventory Optimization and Process Automation AMD 2
Khasawneh, M. (PI), Wang, Y. (CoPI) & Yoon, S. (CoPI)
05/19/25 → 05/22/26
Project: Research
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Automated Conformal Coating Coverage Defect Detection in Smart Manufacturing Using Faster R-CNN
Patel, H., Farrag, A., Yoon, S. & Won, D., 2026, Flexible Automation and Intelligent Manufacturing: The Future of Automation and Manufacturing: Intelligence, Agility, and Sustainability - Proceedings of FAIM 2025. Srihari, K., Khasawneh, M. T., Yoon, S. & Won, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 567-575 9 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Ball grid array solder joints thermal profile prediction and recipe optimization with physics-informed neural network
Zhang, Z., Li, Y., Yoon, S. W., Park, S. & Won, D., Jun 2026, In: Microelectronics Reliability. 181, 116125.Research output: Contribution to journal › Article › peer-review
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Demand and Capacity Sharing Decisions and Protocols in Multi-microgrid Using Deep Learning
Akino, K., Ghali, M. K., Ijuin, H., Yamada, T. & Yoon, S. W., 2026, Flexible Automation and Intelligent Manufacturing: The Future of Automation and Manufacturing: Intelligence, Agility, and Sustainability - Proceedings of FAIM 2025. Srihari, K., Khasawneh, M. T., Yoon, S. & Won, D. (eds.). Springer Science and Business Media Deutschland GmbH, p. 463-471 9 p. (Lecture Notes in Mechanical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Generative AI-based optimization for high-mix warehouses: Integrating agentic LLMs and discrete event simulation
El Baz, H., Ghali, M. K., Andrus, L., Won, D., Yoon, S. W. & Wang, Y., Apr 2026, In: Computers and Industrial Engineering. 214, 111884.Research output: Contribution to journal › Article › peer-review
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Multi-stage predictive framework for early anomaly detection and real-time alerts in data center thermal systems
Patel, R. K., Yang, Y., Kulkarni, R. & Yoon, S. W., 2026, (Accepted/In press) In: International Journal of Advanced Manufacturing Technology.Research output: Contribution to journal › Article › peer-review