Grants per year
Personal profile
Research Interests
Professor Van Mieghem's research studies manufacturing, service and supply chain operations from a strategic and tactical perspective and addresses both theory and practice. His research methodologies include mathematical modeling, stochastic analysis, optimization and financial valuation as well as empirical estimation and verification. Current research focuses on the “operations research of human interaction and collaboration,” healthcare, data-driven forecasting, and flexibility in dual sourcing.
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):
Education/Academic qualification
PhD, Stanford University
… → 1995
Electrical Engineering, MS, Stanford University
… → 1991
Applied Sciences, MS, KU Leuven
… → 1989
Research interests keywords
- Capacity management
- Dynamic stochastic control
- Operations strategy
- Supply chain design and management
- Tactical operations
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Grants
- 1 Finished
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The William G. McGowan Fellows Program
Austen-Smith, D. & Van Mieghem, J. A.
William G. McGowan Charitable Fund, Inc.
9/15/10 → 8/31/11
Project: Research project
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Can Deep Reinforcement Learning Improve Inventory Management? Performance on Lost Sales, Dual-Sourcing, and Multi-Echelon Problems
Gijsbrechts, J., Boute, R. N., Van Mieghem, J. A. & Zhang, D. J., May 2022, In: Manufacturing and Service Operations Management. 24, 3, p. 1349-1368 20 p.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
Digital Lean Operations: Smart Automation and Artificial Intelligence in Financial Services
Boute, R. N., Gijsbrechts, J. & Van Mieghem, J. A., 2022, Springer Series in Supply Chain Management. Springer Nature, p. 175-188 14 p. (Springer Series in Supply Chain Management; vol. 11).Research output: Chapter in Book/Report/Conference proceeding › Chapter
3 Scopus citations -
Dual Sourcing and Smoothing Under Nonstationary Demand Time Series: Reshoring with SpeedFactories
Boute, R. N., Disney, S. M., Gijsbrechts, J. & Van Mieghem, J. A., Feb 2022, In: Management Science. 68, 2, p. 1039-1057 19 p.Research output: Contribution to journal › Article › peer-review
10 Scopus citations -
Optimal Dynamic Appointment Scheduling of Base and Surge Capacity
Grant, B., Gurvich, I., Mutharasan, R. K. & Van Mieghem, J. A., Jan 2022, In: Manufacturing and Service Operations Management. 24, 1, p. 59-76 18 p.Research output: Contribution to journal › Article › peer-review
1 Scopus citations -
Predicting Human Discretion to Adjust Algorithmic Prescription: A Large-Scale Field Experiment in Warehouse Operations
Sun, J., Zhang, D. J., Hu, H. & Van Mieghem, J. A., Feb 2022, In: Management Science. 68, 2, p. 846-865 20 p.Research output: Contribution to journal › Article › peer-review
8 Scopus citations