Scholar
Young Myoung Ko
Google Scholar ID: sAzGvWcAAAAJ
Professor of Industrial and Management Engineering, POSTECH
Citations & Impact
Citations
621
H-index
14
i10-index
15
Publications
20
Co-authors
0
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- On October 2, 2025, a paper titled 'Learning-driven berth allocation optimization with port authority behavior' co-authored with Donghyun Lee was accepted for publication in IEEE Access; On September 4, 2025, a collaborative work with Prof. Jin Xu (Huazhong Univ. of Science and Technology) entitled 'Overlap approximation schemes in time-varying many-server queues' was accepted for publication in Annals of Operations Research; On July 16, 2025, a collaboration work with Prof. Stephane Barde (Hanyang Univ.) and Prof. Hayong Shin (KAIST) entitled 'Overcoming the curse of dimension of the optimal group maintenance policy of a heterogeneous multi-component series system' was accepted for publication in OR Spectrum.
Research Experience
- Serves as a professor at the Department of Industrial and Management Engineering, POSTECH; involved in multiple research projects, including collaborating with Prof. Jin Xu from Huazhong University of Science and Technology on 'Overlap approximation schemes in time-varying many-server queues', published in Annals of Operations Research; working with Prof. Stephane Barde from Hanyang University and Prof. Hayong Shin from KAIST on 'Overcoming the curse of dimension of the optimal group maintenance policy of a heterogeneous multi-component series system', accepted by OR Spectrum; and co-authoring with Donghyun Lee on 'Learning-driven berth allocation optimization with port authority behavior', accepted for publication in IEEE Access.
Background
- Research interests include but are not limited to Queueing Theory and Stochastic Processes, Stochastic Simulation, Time Series Foundation Model and its applications in manufacturing, Graph-based personalized inference and recommendation model, Optimization under uncertainty with pre-trained models, Reliability and Data-Driven Quality Control.
Co-authors