Projects per year
Personal profile
Research profile
Collin Drent is an Assistant Professor of Operations Management in the School of Industrial Engineering. His research focuses on personalized decision-making, a paradigm that utilizes population heterogeneity to deliver tailored decisions and improve outcomes. This requires learning from data to determine optimal actions and timing, adapting dynamically to evolving conditions (e.g., patients needing treatment or systems requiring maintenance). Collin leverages tools from operations research, statistics, and machine learning to advance personalized decision-making, with applications in maintenance, manufacturing, and healthcare operations.
His work has been published in leading journals, including Manufacturing & Service Operations Management and the European Journal of Operational Research, and has been recognized by the Willem R. van Zwet Award and Beta Award. His research is currently funded by a VENI early career grant from the Dutch Research Council (NWO). Collin also serves on the board of the Dutch OR Society.
Academic background
Collin Drent earned his B.Sc. in Industrial Engineering (2015) and M.Sc. in Operations Management and Logistics (2017), both with cum laude honors, from Eindhoven University of Technology. In 2022, he completed his Ph.D. in Applied Mathematics, also with the cum laude distinction (highest honors, top 5%), from the same institution.
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):
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
Projects
- 1 Finished
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Roliac
Basten, R. J. I. (Project Manager), Schlicher, L. (Project member), Drent, C. (Project member), Slikker, M. (Project member), Tanil-Can, I. (Project member), van Beek, A. (Project member) & van Oers, J. J. (Project member)
1/12/22 → 30/11/25
Project: Third tier
Research output
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Real-Time Integrated Learning and Decision Making for Cumulative Shock Degradation
Drent, C. (Corresponding author), Drent, M., Arts, J. J. & Kapodistria, S., Jan 2023, In: Manufacturing & Service Operations Management. 25, 1, p. 235-253Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile32 Link opens in a new tab Citations (Scopus)636 Downloads (Pure) -
Condition-Based Production for Stochastically Deteriorating Systems: Optimal Policies and Learning
Drent, C. (Corresponding author), Drent, M. & Arts, J. J., May 2024, In: Manufacturing & Service Operations Management. 26, 3, p. 1137-1156 20 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile17 Link opens in a new tab Citations (Scopus)211 Downloads (Pure) -
Censored lifetime learning: Optimal Bayesian age-replacement policies
Drent, C. (Corresponding author), Kapodistria, S. & Boxma, O. J., Nov 2020, In: Operations Research Letters. 48, 6, p. 827-834 8 p.Research output: Contribution to journal › Article › Academic › peer-review
Open Access13 Link opens in a new tab Citations (Scopus) -
Optimal data pooling for shared learning in maintenance operations
Drent, C. (Corresponding author), Drent, M. & van Houtum, G.-J. J. A. N., Jan 2024, In: Operations Research Letters. 52, 8 p., 107056.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile7 Link opens in a new tab Citations (Scopus)96 Downloads (Pure) -
Structured Learning and Decision Making for Maintenance
Drent, C., 1 Jul 2022, Eindhoven: Eindhoven University of Technology. 263 p.Research output: Thesis › Phd Thesis 1 (Research TU/e / Graduation TU/e)
Open AccessFile1381 Downloads (Pure)
Prizes
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From Learning to Healing: Optimization Models for Affordable Precision Medicine
Drent, C. (Recipient), 10 Jan 2026
Prize: NWO › Veni › Scientific
Courses
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Revenue management and pricing analytics
Drent, C., Mutlu, N. R. & Sprenkels, L. N. 1/09/23 → 31/08/27
Course
Press/Media
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New preventive maintenance model can save companies millions
Boxma, O. J., Kapodistria, S., van Houtum, G.-J. J. A. N. & Drent, C.
14/07/22 → 15/07/22
4 items of Media coverage
Press/Media: Expert Comment
Thesis
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Dynamic dispatching and repositioning policies in service logistics networks
Drent, C. (Author), van Houtum, G. J. J. A. N. (Supervisor 1) & van Woensel, T. (Supervisor 2), 30 Nov 2017Student thesis: Master
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