Mohammad Amin Farzaneh
Mohammad Amin Farzaneh
Ph.D. Candidate in Operations Management, The University of Texas at Dallas
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I am a final-year Ph.D. student at the Naveen Jindal School of Management, The University of Texas at Dallas. My research focuses on Revenue Management, with an emphasis on choice-based demand models and data-driven demand prediction techniques. I am fortunate to be advised by Professor Ashwin Venkataraman.
amin@utdallas.edu
I am on the 2025-2026 academic job market.
Publications and Working Papers
M. A. Farzaneh, S. Modaresi, A. Venkataraman. "A Feature-based Consideration Set Choice Model for Online Retailing". Under the 3rd round of review (major revision) at M&SOM.
T. Abdallah, M. A. Farzaneh, A. Venkataraman. "Leveraging Assortment Similarities for Data-driven Demand Prediction". In final preparation for submission.
T. Abdallah, M. A. Farzaneh, A. Venkataraman. The Role of Assortment Size in Context-Dependent Choice Modeling. Work in progress.
Pre-Ph. D. Publications
M. A. Farzaneh, S. Rezapour, A. Baghaian, M. H. Amini. 2023. "An Integrative Framework for Coordination of Damage Assessment, Road Restoration, and Relief Distribution in Disasters". Omega, 115, 102748.
S. Rezapour, A. Baghaian, N. Naderi, M. A. Farzaneh. 2022. "Dynamic On-site Treatment Strategy for Large-scale Mass Casualty Incidents with Rescue Operation". Computers & Industrial Engineering, 163, 107796.
M. A. Farzaneh, S. Rezapour, R. Fovargue, T. M. Neeson. 2021. "Stochastic Mathematical Models to Balance Human and Environmental Water Needs and Select the Best Conservation Policy for Drought-prone River Basins". Journal of Cleaner Production, 291, 125230.
Upcoming Conference Presentations
I will present "Leveraging Assortment Similarities for Data-driven Demand Prediction" at the 2025 INFORMS Annual Conference, Atlanta, Georgia. (Sunday, October 26, 1:15 to 2:30 p.m., Bldg A Lvl 3 A316)
I will present "Leveraging Assortment Similarities for Data-driven Demand Prediction" at the 2025 DSI Annual Conference, Orlando, Florida. (Saturday, November 22, 8:00 to 9:30 a.m., Orlando World Center Marriott, Denver)
Teaching Experience
Quantitative Business Analysis, UT Dallas, Fall 2025, Enrollment: 60.
Supply Chain and Operations Management, UT Dallas, Summer 2025, Evaluation: 4.92/5.00, Response Rate: 18 out of 44.
Managerial Methods in Decision Making Under Uncertainty, UT Dallas, Spring 2024, Evaluation: 4.22/5.00, Response Rate: 21 out of 79.
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