Projects per year
Personal profile
Research interests
Industrial engineering - Decision analytics
Mathematics & Statistics - Reinforcement learning
Position Held
UG Programs Coordinator (Industrial Engineering and Decision Analytics)
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Related documents
Education/Academic qualification
PhD in Management Science and Engineering, PhD, Stanford University
2011
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
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Enhancing Hong Kong's Role in Sustainable Supply Chain Finance via Technology Transformation
LIU, G. (CoPI), YAN, H. (CoPI), QI, X. (CoPI), LYU, G. (CoPI), ZHENG, S. (CoPI), LIU, J. (CoPI), ZHANG, J. (PI), QI, J. (CoPI), LI, J. (CoPI), JIANG, J. (CoPI), LUO, Y. (CoPI), LI, J. (CoPI), WANG, L. (CoPI), CHEN, K. (CoPI), DAI, M. (CoPI), LIU, Q. (CoPI), SO, R. H. Y. (CoPI), ZHAN, R. (CoPI), ZHANG, R. Q. (CoPI), JIANG, W. (CoPI), ZHANG, X. (CoPI), WANG, Y. (CoPI) & SHEN, Y. (CoPI)
RGC - Theme-based Research Scheme
1/01/25 → 31/12/29
Project: Research
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High-dimensional Simulation Metamodeling: Theory and Applications
ZHENG, Z. (CoI) & ZHANG, X. (PI)
1/06/23 → 30/06/25
Project: Research
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Ranking and Selection with Covariates: Simulation for Contextual Decision-Making
HONG, J. L. (CoI) & ZHANG, X. (PI)
1/06/23 → 30/06/24
Project: Research
Research output
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Preface — Special Issue: Simulation in the AI Era — Advancing Complex Problem Solving
Li, H., Luo, J., Xu, J. & Zhang, X., 15 Nov 2025, In: Asia-Pacific Journal of Operational Research. 42, 6, 2502002.Research output: Contribution to journal › Review article › peer-review
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How Does Risk Hedging Impact Operations? Insights from a Price-Setting Newsvendor Model
Wang, L., Yao, J. & Zhang, X., Jul 2024, In: Management Science. 70, 7, p. 4912-4931 20 p.Research output: Contribution to journal › Journal Article › peer-review
3 Citations (Scopus) -
Sample and Computationally Efficient Stochastic Kriging in High Dimensions
Ding, L. & Zhang, X., 1 Mar 2024, In: Operations Research. 72, 2, p. 660-683 24 p.Research output: Contribution to journal › Journal Article › peer-review
4 Citations (Scopus) -
Smooth Nested Simulation: Bridging Cubic and Square Root Convergence Rates in High Dimensions
Wang, W., Wang, Y. & Zhang, X., Dec 2024, In: Management Science. 70, 12, p. 9031-9057 27 p.Research output: Contribution to journal › Journal Article › peer-review
5 Citations (Scopus) -
Technical note—Knowledge gradient for selection with covariates: Consistency and computation
Ding, L., Hong, L. J., Shen, H. & Zhang, X., Apr 2022, In: Naval Research Logistics. 69, 3, p. 496-507 12 p.Research output: Contribution to journal › Journal Article › peer-review
17 Citations (Scopus)
Activities
- 5 Editorial work
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Operations Research (Journal)
ZHANG, X. (Associate Editor)
1 Feb 2024 → …Activity: Publication peer-review and editorial work › Editorial work
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Management Science (Journal)
ZHANG, X. (Associate Editor)
1 Aug 2023 → …Activity: Publication peer-review and editorial work › Editorial work
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Queueing Systems (Journal)
ZHANG, X. (Associate Editor)
1 Jan 2022 → …Activity: Publication peer-review and editorial work › Editorial work
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Navel Research Logistics (Journal)
ZHANG, X. (Associate Editor)
1 Jan 2020 → …Activity: Publication peer-review and editorial work › Editorial work
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Asian-Pacific Journal of Operational Research (Journal)
ZHANG, X. (Associate Editor)
1 Nov 2019 → 1 Mar 2025Activity: Publication peer-review and editorial work › Editorial work