Department of Industrial Engineering
4207 Bell Engineering Center
1 University of Arkansas
Fayetteville, AR 72701
Phone: (479) 575-3156
Fax: (479) 575-8431
Maryam Aghamohammadghasem
Areas of Expertise
Inland Waterways Transportation
Deep Learning
Machine Learning
Email: maghamoh@uark.edu
Phone: (479) 276-0321
Research Interest:
Machine Learning
Deep Reinforcement Learning
Statistical Learning
Optimization
Journal Articles and Publications:
Aghamohammadghasem, M., Azucena, J.C.H., Hashemian, F., Liao, H.T., Zhang, S., and
Nachtmann, H.L., “System Simulation and Machine Learning-Based Maintenance Optimization
for an Inland Waterway Transportation System”, Proceedings of
the 2023 Winter Simulation Conference. Accepted
Aghamohammadghasem, M., Azucena, J.C.H., Liao, H.T., Zhang, S., and Nachtmann, H.L., “Preventive Maintenance Planning for an Inland Waterway Transportation System Using Deep Reinforcement Learning”, Proceedings of the IISE Annual Conference and Expo 2023. Accepted
Honors and Awards:
- Industrial Engineering Department Scholarship, University of Arkansas, 2023
- Carolyn Clark Langston Dr. Harold D. Langston Endowment for Technical Outreach Fellowship, University of Arkansas, 2022