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. candidate 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 machine learning inspired approaches for data-driven demand prediction. 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". Forthcoming in Manufacturing & Service Operations Management.
T. Abdallah, M. A. Farzaneh, A. Venkataraman. "Leveraging Assortment Similarities for Data-driven Demand Prediction". Reject and resubmit at Management Science.
T. Abdallah, M. A. Farzaneh, A. Venkataraman. The Role of Assortment Size in Context-Dependent Choice Modeling. Work in progress.
M. A. Farzaneh, I. Rios, A. Venkataraman. Price Optimization under the Linear Contextual Logit Model. 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.
Teaching Experience
Managerial Methods in Decision Making Under Uncertainty, UT Dallas, Spring 2026, Enrollment: 68.
Quantitative Business Analysis, UT Dallas, Fall 2025, Evaluation: 4.88/5.00, Response Rate: 23 out of 58.
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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