Mumen H. Rababah, Ph.D

Selected work

REFEREED JOURNAL PUBLICATIONS

1. Hamasha, M., Rababah, M. Monotone Path Least Angle Regression for Ordered Sparse Models. (Manuscript in preparation)

2. Hamasha, M., Rababah, M. Hyperfield-Modulated Deep Latent Gaussian Models: A Nested Laplace Construction. (Manuscript in preparation)

3. Hamasha, M., Rababah, M. Hierarchical Cone Least Angle Regression: A LARS-Style Path Algorithm for Sparse Interaction Models with Hierarchy. (Manuscript in preparation)

4. Hamasha, M., Rababah, M. Overlap-Regularized Distributionally Balanced Propensity Weighting: A Stable Design-Stage Model for Causal Estimation in Observational Studies. (Manuscript in preparation)

5. Hamasha, M., Rababah, M. Adaptive Augmentation EM: Iteration-wise Latent Variable Selection for Accelerated Monotone Likelihood Ascent. (Manuscript in preparation)

6. Rababah, M., Hamasha, M., Hannoun, A., Bawaneh, A., Riyad, A., Abu Zaid ,A., Al-Ashqar, G. (2026). Enhancing Agility in Manufacturing Warehouses: A Multi-Criteria Assessment of Dedicated vs. Randomized and Forward vs. Backward Storage Policies. International Journal of Agile Systems and Management. (In press)

(https://doi.org/10.1504/IJASM.2026.10077133)

7. Rababah, M., Alghraibeh, E., Al Meanazel, O., Rawshdeh, M. (2026). From Data to Dough: Deep Reinforcement Learning for Predictive Maintenance in the Baking Industry. Journal of Quality in Maintenance Engineering. (Under Review)

8. Jaleel Shaikh, S., Rababah, M., Kim, N., Montreuil, B., Smith, J. (2025). Optimizing Internal Logistics Networks: The Role of Physical Intranet as a Gateway to the Physical Internet. Journal of Business Logistics. (Under Review)

9. Rawshdeh, M., Khlaifat, K., Tanash, M., Bani-Irshida, A., Rababah, M., Aljarrah, M. (2025). Investigating the causes of Road Traffic Accidents in Jordan: Statistical Analysis. Int. J. of Industrial and Systems Engineering. (In press)

(https://doi.org/10.1504/IJISE.2025.10072300)

10. Etier, M., Rababah, M., Obeidat, M. S., Abdallah, M., Alarbeid, L., Hamadneh, N., & Musaed, E. A. (2024). In-depth investigation of static anthropometric measurements and design considerations for the elderly in Jordan. International Journal of Human Factors and Ergonomics, 11(4), 391-411.

(https://doi.org/10.1504/IJHFE.2024.144217)

11. Rababah, M., & Etier, M. (2024). A dataset on anthropometric measurements of children in Jordan for ergonomic product design. Data in Brief, 110123.

(https://doi.org/10.1016/j.dib.2024.110123)

12. Rawshdeh, M., Keathley, H., Obeidat, S., Al Athamneh, R., Rababah, M., & Furterer, S. (2023). Facilitators, Barriers, and Benefits of Quality Management Systems Implementation: Healthcare Experts’ Perspectives. Engineering Management Journal 36 (1), 103-116.

(https://doi.org/10.1080/10429247.2023.2210493)

13. Tanash, M., Al Athamneh, R., Bani Hani, D., Rababah, M., & Albataineh, Z. (2022). A PDCA framework towards a multi-response optimization of process parameters based on Taguchi-Fuzzy model. Processes, 10(9), 1894.

(https://doi.org/10.3390/pr10091894)

14. Rababah, M., Maydanchi, M., Pouya, S., Basiri, M., Azad, A. N., Haji, F., & Aminjarahi, M. (2022). Data Visualization of Traffic Violations in Maryland, US. Computational Engineering and Physical Modeling 6 (1), 57-69.

(https://doi.org/10.22115/CEPM.2023.410985.1243 )

15. Alshraideh, H., Rababah, M., Al‐Hawari, T., & Bataineh, O. (2022). A Gaussian process approach for monitoring autocorrelated batch production processes. Quality and Reliability Engineering International, 38(1), 18-29.
    (https://doi.org/10.1002/qre.2951)

REFEREED CONFERENCE PUBLICATIONS

1. Rababah, M., Al-Hayek, A., Jaradat, Y., Alnawaiseh, T., & Aldowery, R. (2026). Digital Triage Training, Spatial Optimization and Color-Coded Prioritization: A Simulation Study to Improve Emergency Department Efficiency. In 2026 3rd GCC International Conference on Industrial Engineering and Operations Management (IEOM). Tabuk, Saudi Arabia.

2. Shaikh, S. J., Kim, N., Rababah, M., Montreuil, B., & Smith, J. S. (2023). Modular Containerization of Parcel Logistics Networks: Simulation-Based Impact Assessment. 9th International Physical Internet Conference (IPIC).

(https://www.researchgate.net/publication/372252010_Modular_Containerization_of_Parcel_Logistics_Networks_Simulation-Based_Impact_Assessment)

3. Akkara, F., Abueed, M., Rababah, M., Zhao, C., Su, S., Suhling, J., & Evans, J. (2018, May). Effect of Surface Finish and High Bi Solder Alloy on Component Reliability in Thermal Cycling. In 2018 IEEE 68th Electronic Components and Technology Conference (ECTC) (pp. 2032-2040). IEEE.
   (https://ieeexplore.ieee.org/abstract/document/8429818)

Last Updates

1. Keynote Speacker - Rababah, M. (Feb 2026). " Simulation and Digital Twin Technologies in Industry 4.0: Advancing Industrial Engineering Education in the Middle East and Gulf Region". 3rd GCC International Conference on Industrial Engineering and Operations Management, Tabuk, Saudi Arabia.

2. I received a grant of ($120,000) from Simio LLC® in the form of copies of Simio® Academic Edition for installation on school computers. The copies will be active from 26/07/2025 to 20/08/2026.

3. I received a grant of ($120,000) from Simio LLC® in the form of copies of Simio® Academic Edition for installation on school computers. The copies will be active from 3/11/2021 to 2/11/2024.

4. Presentation - Rababah, M. (Dec 2021) “Digital Transformation in Industrial Engineering”. Industrial Engineering Forum, Amman, Jordan.