Faculty DirectoryNarjes Sadeghiamirshahidi
Visiting Assistant Professor
Contact
2145 Sheridan RoadTech
Evanston, IL 60208-3109
Email Narjes Sadeghiamirshahidi
Website
Departments
Industrial Engineering and Management Sciences
Education
Ph.D. In Industrial EngineeringBiography
Dr. Narjes Sadeghi is a Visiting Assistant Professor in the Department of Industrial Engineering and Management Sciences at Northwestern University. She holds a Ph.D. in Industrial Engineering, and her research focuses on data analytics, machine learning, supply chain resilience, simulation, and optimization. She also has extensive teaching and industry experience in quality management and engineering.
Research Interests
Data Analytics and Machine LearningSupply Chain Analytics
Simulation and Optimization
Selected Publications
Peer-Reviewed Journal Articles:
Sadeghiamirshahidi, Narjes, Seyedeh Elham Kamali, and Bhavani Rath Reddy Dere. "Applications of Machine Learning Across Smart Manufacturing, Healthcare, Finance, Computer Vision, Robotics, and Environmental & Sustainability: A Systematic Literature Review." Applied Sciences 16.13 (2026): 6574.
Narjes Sadeghiamirshahidi, Seyedeh Elham Kamali, “Applications of Machine Learning Across Smart Manufacturing, Healthcare, Finance, and Environmental & Sustainability: A Comprehensive Review”, 2025, IEEE Access, under review Narjes Sadeghiamirshahidi, Bhavanirath Reddy Dere, Seyedeh Elham Kamali, “Smart Cotton Procurement: Leveraging Machine Learning Approach to Cotton Fiber Classification and Bale Optimization in Ginning Operations”, 2025, Engineering Applications of Artificial Intelligence, under review
Marzieh Soltanolkottabi, Narjes Sadeghiamirshahidi, “Modeling Panic Buying in Supply Chains: An Agent-Based Modeling Approach in a Spatial Evolutionary Game Theory Framework for Decision-Making”, 2025, Journal of Modeling Management, under review Amy Marusak, Narjes Sadeghiamirshahidi, Caroline C. Krejci, Anuj Mittal, Sue Beckwith, Jamie Cantu, Mike Morris, Jason Grimm, “Resilient regional food supply chains and rethinking the way forward: Key takeaways from the COVID-19 pandemic”, (2021), Agricultural Systems, 190, 103101. Narjes Sadeghiamirshahidi, Anuj Mittal, Caroline C. Krejci, “An agent-based model of digitally-mediated farmer transportation collaboration”, (2021), Springer.
Narjes Sadeghiamirshahidi, Jafar Afshar, Ali Reza Firouzi, Syed Ahmad Helmi bin Syed Hassan, “Improving the Efficiency of Manufacturing Supply Chain Using System Dynamic Simulation”, Journal Teknologi (Sciences & Engineering) (2014), 69 (2): 123–125. Jafar Afshar, Narjes Sadeghiamirshahidi, Ali Reza Firouzi, Seyed Mojib Zahraee, Syed Ahmad Helmi bin Syed Hassan, “Improving the inventory levels of a blood supply chain through system dynamic simulation”, Journal Teknologi (Sciences & Engineering) (2014), 69 (6):1–4.
Peer-Reviewed International Conference Proceedings:
Amin Gharehyakheh, Narjes Sadeghiamirshahidi. "A sustainable approach in food bank logistics" In Proceedings of the International Annual Conference of the American Society for Engineering Management., (2018), pp. 1-8. American Society for Engineering Management (ASEM).
Narjes Sadeghiamirshahidi, Caroline C. Krejci, Jamie Cantu, “Multi-criteria decision analysis for regional food logistics systems”, (2018), Proceedings of the 2018 IISE Annual Conference.
Jafar Afshar, Narjes Sadeghiamirshahidi, Ali Reza Firouzi, Shahab Shariatmadari, Syed Ahmad bin Syed Hassan Helmi, “System Dynamics Analysis of a Blood Supply Chain System”. Applied Mechanics and Materials, (2014), 510, 150-155.
Jafar Afshar, Narjes Sadeghiamirshahidi, Seyed Mojib Zahraee, Marzieh Geramian Nik, Noordin bin Hj. Mohd. Yusof, “Modeling and Analyzing the Queuing Bank System using Computer Simulation and Design of Experiment”, PPI UTM Technology, Education, and Science of International Conference (TESIC) 2013, 20-21 November, Skudai, Johor, Malaysia.
Posters:
Narjes Sadeghiamirshahidi, Amy Marusak, Pranav Uday Mulay, Anuj Mittal, Caroline C. Krejci1, Jaime Cantu, “Addressing the Transportation Challenges for Texas Farmers and Ranchers”, 2021.
Amy Marusak, Narjes Sadeghiamirshahidi, Anuj Mittal, Caroline C. Krejci1, Jaime Cantu, “Designing a Virtual Logistics Community for Texas Farmers”, 2020.