PUBLICATIONS (Scientific Journals)

1. W. Imran, G. N. Bifulco, A. Coppola, and L. Pariota, “Appraisal of the Continuous Second Order Traffic Systems Employing Sensitivity Analysis and Numerical Simulation”. Transportation Research Interdisciplinary Perspectives, vol. 37, 101953, 2026.

2. W. Imran, A. Tesone, B. Varga, G. N. Bifulco, and L. Pariota, “An MPC-driven VSL control of motorway traffic by employing a continuum second-order traffic model”. Transportation Engineering, vol. 21, p. 100365, July 2025.

3. W. Imran, D. Khan, Z. H. Khan, K. Markowska, S. Susilawati, and L. Pariota, “Reaction time driven profiling of traffic flow with intelligent vehicles”. Alexandria Engineering Journal, vol. 111, pp. 283–292, Oct. 2024.

4. Z. H. Khan, A. B. Altamimi, W. Imran, M. Alsaffar, K. S. Khattak, and F. F. Alfaisal, “Macroscopic Traffic modelling on the Impact of Road Surface Potholes: Development and Numerical Solution”. IEEE Access, vol. 12, pp. 81718–81735, Jan. 2024.

5. W. Imran, Z. H. Khan, D. Khan, U. Ghani, and T. Bashir, “On the practical utility of a continuum traffic flow model on curvy highways in adverse weather conditions”. Transportation Research Interdisciplinary Perspectives, vol. 25, p. 101108, May 2024.

6. W. Imran, T. Tettamanti, B. Varga, G. N. Bifulco, and L. Pariota, “Macroscopic modeling of connected, autonomous and human-driven vehicles: A pragmatic perspective”. Transportation Research Interdisciplinary Perspectives, vol. 24, p. 101058, Mar. 2024.

7. W. Imran and L. Pariota, “Macroscopic evaluation of traffic flow in view of connected and autonomous vehicles: A simulation-based approach”. Alexandria Engineering Journal, vol. 79, pp. 581–590, 2023.

8. W. Imran, Z. H. Khan, T. A. Gulliver, M. Alam, and K. S. Khattak, “Non-homogeneous traffic characterization based on driver reaction and stimuli”. Transportation Research Interdisciplinary Perspectives, vol. 21, p. 100858, 2023.

9. Z. H. Khan, W. Imran et al., “Macroscopic traffic characterization based on driver memory and traffic stimuli”. Transportation Engineering, vol. 14, p. 100208, 2023.

10. Z.H. Khan, T. A. Gulliver, W. Imran, K.S. Khattak, A. B. Altamimi, and A.Qazi. "A macroscopic traffic model based on relaxation time”. Alexandria Engineering Journal 61, no. 1 (2022): 585-596.

11. D. Khan, Z. H. Khan, W. Imran, K. S. Khattak, and T. A. Gulliver. "Macroscopic flow characterization at T-junctions”. Transportation research interdisciplinary perspectives 14 (2022): 100591.

12. S. Islam, Z. H. Khan, T. A. Gulliver, K. S. Khattak, and W. Imran. "Pedestrian Traffic Characterization Based on Pedestrian Response”. IEEE Access 10 (2022): 118397-118408.

13. W. Imran, Z. H. Khan, T. A. Gulliver, K. S. Khattak, S. Saeed, and S. Aslam. "Macroscopic traffic flow characterization for stimuli based on driver reaction”. Civil Engineering Journal 7, no. 1 (2021): 1-13.

14. A. Khan, K.S. Khattak, Z.H. Khan, T. A. Gulliver, W. Imran, and N. Minallah. "Internet-of-video things based real-time traffic flow characterization”. EAI Endorsed Transactions on Scalable Information Systems 8, no. 33 (2021).

15. Z. H. Khan, T. A Gulliver, and W. Imran. "A macroscopic traffic model based on the safe velocity at transitions”. Civil Engineering Journal 7, no. 06 (2021).

16. M. Sarir, R. Khan, M. Alam, M. T. Khan, and W. Imran. "Performance Evaluation of Asphalt Concrete Mixtures Using Bagasse Ash as Filler”. Iranian Journal of Science and Technology, Transactions of Civil Engineering (2021): 1-18.

17. W. Imran, Z. H. Khan, T. A. Gulliver, K. S. Khattak, and H. Nasir. "A macroscopic traffic model for heterogeneous flow”. Chinese Journal of Physics 63 (2020): 419-435.

18. Z. H. Khan, W. Imran, T. A. Gulliver, K. S. Khattak, Z. Wadud, and A. N. Khan. "An anisotropic traffic model based on driver interaction." IEEE Access 8 (2020): 66799-66812.

19. S. Azeem, W. Imran, and G. Amin. "Mix Use Traffic and Added Impedance Affecting Traffic Flow Variables”. SSRG International Journal of Civil Engineering 6 (2019): 48-50.

20. Z. H. Khan, W. Imran, S. Azeem, K. S. Khattak, T. A. Gulliver, and M. S. Aslam. "A macroscopic traffic model based on driver reaction and traffic stimuli”. Applied Sciences 9, no. 14 (2019): 2848.

Conference papers:

1. W. Imran and A. J. Huang, “Physics-Informed Deep Learning with a Second-Order Macroscopic Model for Robust Traffic State Estimation”. Accepted conference paper at QSCE 2026 at Quebec city, Canada. Data related to this project is available at https://github.com/waheedemran/PIDL-model.

2. D. Khan, W. Imran, K. Wittek, K. Markowska, and Susilawati, “Delay-Aware Car-Following Model for Mixed Traffic: Impacts of Automated Vehicles on Traffic Dynamics,” Transportation Research Procedia, vol. 96, pp. 612–620, 2026.

3. D. Khan, W. Imran, and K. Markowska, “Traffic flow characterization with intelligent vehicles using intelligent driver model”, in Scientific and Technical Conference Transport Systems Theory and Practice, pp. 47–63, Springer, 2025.

4. Umer, M., Z. H. Khan, W. Imran, S. Saeed, K. S. Khattak, K. Azam, and M. A. Khan. "Behavioral analysis of the LWR model under different equilibrium velocity distributions”. Pakistan Journal of Science 71, no. 4 (2019): 194.

5. Z. H. Khan, A. Sulehri, T. A. Gulliver, and W. Imran. "On the choice of route”. Pakistan Journal of Science 71, no. 4 (2019): 212.