Faculty

Key Publications and Projects

• Park, J., Byon, E.*, Ko, Y. M. and Shashaani. S. "Strata Design for Variance Reduction in Stochastic Simulation," Technometrics, vol. 67(5), p. 203-214, 2025. doi: 10.1080/00401706.2024.2416411
• Lee, E., Ju, J., Byon, E. and Ko, Y. M., "Condition-based Selective Maintenance Optimization for Large-scale Systems Consisting of Many Homogeneous Units," IEEE Transactions on Reliability, vol. 73(2), p. 1393-1406, 2024. doi: 10.1109/TR.2023.3335903
• Baik, S. M. and Ko, Y. M., "QoS-aware energy-efficient workload routing and server speed control policy in data centers: a robust queueing theoretic approach," IISE Transactions, vol. 55(12), p. 1242-1255, 2023. doi: 10.1080/24725854.2023.2183531
• Ko, Y. M. and Byon, E., "Optimal budget allocation for stochastic simulation with importance sampling: exploration vs. replication," IISE Transactions, vol. 54(9), p. 881-893, 2022. doi: 10.1080/24725854.2021.1953197
• Li, S., Ko, Y. M. and Byon, E., "Nonparametric Importance Sampling for Wind Turbine Reliability Analysis with Stochastic Computer Models," Annals of Applied Statistics, vol. 15(4), p. 1850-1871, 2021. doi: 10.1214/21-aoas1490