Journal Articles
- Eunhye Song, Peiling Wu-Smith and Barry L Nelson, 2020, "Uncertainty Quantification in Vehicle Content Optimization for General Motors", INFORMS Journal on Applied Analytics, 50, (4), pp. 225-238
- Eunhye Song and Barry L Nelson, 2019, "Input-Output Uncertainty Comparisons for Optimization via Simulation", Operations Research, 67, (2), pp. 562-576
- Peter Salemi, Eunhye Song, Barry L Nelson and Jeremy Staum, 2019, "Gaussian Markov Random Fields for Discrete Optimization via Simulation: Framework and Algorithms", Operations Research, 67, (1), pp. 250-266
- Eunhye Song, Barry L Nelson and Jeremy Staum, 2016, "Shapley effects for global sensitivity analysis: Theory and computation", SIAM/ASA Journal on Uncertainty Quantification, 4, (1), pp. 1060–1083
- Eunhye Song and Barry L Nelson, 2015, "Quickly assessing contributions to input uncertainty", IIE Transactions, 47, (9), pp. 893–909
- Yujing Lin, Eunhye Song and Barry L Nelson, 2015, "Single-experiment input uncertainty", Journal of Simulation, 9, (3), pp. 249–259
- Mark B Semelhago, Eunhye Song, Barry L. Nelson and Andreas Wachter, , "Rapid Discrete Optimization via Simulation with Gaussian Markov Random Fields", INFORMS Journal on Computing, pp. 48
Conference Proceedings
- Ben M Feng and Eunhye Song, 2019, "Efficient Input Uncertainty Quantification via Green Simulation using Sample Path Likelihood Ratios", Proceedings of 2019 Winter Simulation Conference
- Eunhye Song and Vinayak Shanbhag, 2019, "Stochastic Approximation for Simulation Optimization under Input Uncertainty with Streaming Input Data", Proceedings of 2019 Winter Simulation Conference
- Eunhye Song and Yi Dong, 2018, "Generalized Method of Moments Approach to Hyperparameter Estimation of Gaussian Markov Random Fields", Proceedings of 2018 Winter Simulation Conference
- Russell R Barton, Henry Lam and Eunhye Song, 2018, "Revisiting Direct Bootstrap Resampling for Input Model Uncertainty", Proceedings of 2018 Winter Simulation Conference
- Michael Hoffman, Eunhye Song, Michael Brundage and Soundar R Tirupatikumara, 2018, "Condition-based maintenance policy optimization using genetic algorithms and Gaussian Markov improvement algorithm", Proceedings of Annual Conference of the PHM Society 2018
- Mark Semelhago, Barry L Nelson, Andreas Waechter and Eunhye Song, 2017, "Computational Method for Optimization via Simulation Using Gaussian Markov Random Fields", Proceedings of Winter Simulation Conference (WSC), 2017
- Eunhye Song, Barry L Nelson and L Jeff Hong, 2015, "Input uncertainty and indifference-zone ranking & selection", pp. 414–424
- Eunhye Song, Barry L Nelson and C Dennis Pegden, 2014, "Advanced tutorial: Input uncertainty quantification", pp. 162–176
- Eunhye Song and Barry L Nelson, 2013, "A quicker assessment of input uncertainty", pp. 474–485
- Taeho Kim, Kyoung-kuk Kim and Eunhye Song, , "Selection of the most probable best under input uncertainty", Proceedings of the 2021 Winter Simulation Conference
Abstracts
Other
- Eunhye Song, 2017, "Incorporating Input Model Risk in Simulation Optimization and Uncertainty Quantification"
