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Dive into the research topics where Department of Systems Management Engineering is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Collaborations and top research areas from the last five years
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Profiles
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Consistency-regularized graph neural networks for molecular property prediction
Han, J. & Kang, S., Feb 2026, In: Neural Networks. 194, 108157.Research output: Contribution to journal › Article › peer-review
1 Link opens in a new tab Scopus citations -
Design and Optimization of Facility Layouts Using 3D Models and Reinforcement Learning
Yoo, J., Cho, H., Lee, D., Kim, G. Y., Kim, G., Yu, O., Jung, Y. & Noh, S. D., 2026, Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry - 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers. Mas, F., Del Valle, C., Eynard, B., Rivest, L. & Bouras, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 172-181 10 p. (IFIP Advances in Information and Communication Technology; vol. 772 IFIPAICT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Digital Twin-Based Proactive Analysis and Prediction for Rolling Stock Production
Cho, H., Sajadieh, S. M. M. & Noh, S. D., 2026, Product Lifecycle Management. PLM in the Age of Model-Based Engineering in Industry - 22nd IFIP WG 5.1 International Conference, PLM 2025, Revised Selected Papers. Mas, F., Del Valle, C., Eynard, B., Rivest, L. & Bouras, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 161-171 11 p. (IFIP Advances in Information and Communication Technology; vol. 772 IFIPAICT).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Press/Media
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Detecting Unknown Defects in Semiconductor Manufacturing Processes Using Artificial Intelligence
12/12/25
1 Media contribution
Press/Media
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Advanced Method to Predict Remaining Useful Life of Li-ion Batteries with State Changes
27/05/21
1 Media contribution
Press/Media