Publications
Below are selected publications of the operations management group faculty. For more publications, please visit our collections on the Social Science Research Network and MIT's DSpace. You can also subscribe to our Faculty Publications RSS Feed.
Select Publications and Working Papers
"Active Learning for Non-Parametric Choice Models."
Susan, Fransisca, Negin Golrezaei, Ehsan Emamjomeh-Zadeh, and David Kempe. Operations Research. Forthcoming. arXiv Preprint.
"Designing Layouts for Sequential Experiences: Application to Cultural Institutions."
Aouad, Ali, Abhishek Deshmane, and Victor Martínez-de-Albéniz. Management Science. Forthcoming.
"Development and Analysis of Digital Twins of Production Systems."
Overbeck, Leonard, Stephen C. Graves, and Gisela Lanza. International Journal of Production Research: 1-15. Forthcoming.
"Fair Exploration via Axiomatic Bargaining."
Baek, Jackie, and Vivek F. Farias. Management Science. Forthcoming.
"Fixing Inventory Inaccuracies at Scale."
Farias, Vivek F., Andrew A. Li, and Tianyi Peng. Manufacturing & Service Operations Management. Forthcoming.
"On the Supply of Autonomous Vehicles in Platforms."
Freund, Daniel, Ilan Lobel, and Jiayu (Kamessi) Zhao. Manufacturing & Service Operations Management. Forthcoming.
"Optimal Interventions for Increasing Healthy Food Consumption Among Low-Income Populations."
Levi, Retsef, Elisabeth Paulson, and Georgia Perakis. Management Science. Forthcoming.
"Optimistic Gittins Indices."
Farias, Vivek F., and Eli Gutin. Operations Research. Forthcoming.
"Policy Optimization for Personalized Interventions in Behavioral Health."
Baek, Jackie, Justin J. Boutilier, Vivek F. Farias, Jónas Oddur Jónasson, and Erez Yoeli. Manufacturing and Service Operations Management. Forthcoming. arXiv Preprint.
"Upfront Commitment in Online Resource Allocation with Patient Customers."
Golrezaei, Negin and Evan Yao. Forthcoming. arXiv Preprint.
"Velocity-based Stowage Policy for a Semiautomated Fulfillment System."
Cezik, Tolga, Stephen C. Graves and Amy C. Liu. Production and Operations Management. Forthcoming.
Product Design and Development, 8th Edition.
Ulrich, Karl, Steven Eppinger, and Maria C. Yang. New York, NY: McGraw Hill, 2026.
"Pricing Fast and Slow: Limitations of Dynamic Pricing Mechanisms in Ride-Hailing."
Freund, Daniel and Garrett van Ryzin. Transportation Research Part C: Emerging Technologies Vol. 181, (2025): 105314.
"The Limits to Learning a Diffusion Model."
Baek, Jackie, Vivek F. Farias, Andreea Georgescu, Retsef Levi, Tianyi Peng, Deeksha Sinha, Joshua Wilde, and Andrew Zheng. Management Science Vol. 71, No. 12 (2025). arXiv Preprint.
"Modular and Adaptive Conformal Prediction for Sequential Models via Residual Decomposition."
Topic: Data
Zhang, William, Saurabh Amin, Georgia Perakis, MIT Sloan Working Paper 7343-25. Cambridge, MA: MIT Sloan School of Management, October 2025. arXiv.