Keyvanshokooh, Esmaeil
individual record
Assistant Professor
Positions:
- Assistant Professor, Information and Operations Management, Mays Business School
overview
Dr. Esmaeil Keyvanshokooh studies the research problems that lie at the interface of statistical machine learning, sequential decision-making, and data-driven dynamic optimization. In particular, he is broadly interested in developing personalized data-driven analytical methods for a wide range of healthcare and business analytics applications to yield insights and new functionality.
education and training
- M.A. in Applied Statistics, University of Michigan-Ann Arbor - (Ann Arbor, Michigan, United States) 2019
- Ph.D. in Operations Research, University of Michigan-Ann Arbor - (Ann Arbor, Michigan, United States) 2017
selected publications
Academic Articles14
- Keyvanshokooh, E., Fattahi, M., Freedberg, K. A., & Kazemian, P. (2023). Mitigating the COVID-19 pandemic through data-driven resource sharing. Naval Research Logistics.
- Cao, J., Keyvanshokooh, E., & Liu, T. (2023). Safe Reinforcement Learning with Contextual Information: Theory and Application to Personalized Comorbidity Management.
- Keyvanshokooh, E., Kazemian, P., Fattahi, M., & Van Oyen, M. P. (2022). Coordinated and Priority-Based Surgical Care: An Integrated Distributionally Robust Stochastic Optimization Approach. Production and Operations Management. 31(4), 1510-1535.
- Zhalechian, M., Keyvanshokooh, E., Shi, C., & Van Oyen, M. P. (2022). Online Resource Allocation with Personalized Learning. Operations Research. 70(4), 2138-2161.
- Darmian, S. M., Fattahi, M., & Keyvanshokooh, E. (2021). An optimization-based approach for the healthcare districting under uncertainty. Computers and Operations Research. 135, 105425-105425.
Repository Documents / Preprints3
- Zhalechian, M., Keyvanshokooh, E., Shi, C., & Van Oyen, M. P. (2020). Online Resource Allocation with Personalized Learning.
- Keyvanshokooh, E., Kazemian, P., Fattahi, M., & Van Oyen, M. P. (2020). Coordinated and Priority-based Surgical Care: An Integrated Distributionally Robust Stochastic Optimization Approach.
- Keyvanshokooh, E., Shi, C., & Van Oyen, M. P. (2019). Online Advance Scheduling with Overtime: A Primal-Dual Approach.
recent teaching activities
- SCMT364 Operations Management Instructor
- SCMT685 Directed Studies Instructor
- SCMT685 Directed Studies: In-ab Instructor
Email
keyvan@tamu.edu
First Name
Esmaeil
Last Name
Keyvanshokooh
UN Sustainable Development Goals:
UN Sustainable Development Goals: