Publications: Department of Mathematics and Data Science

Ahmed, M. R., Joydhar, B., Andallah, L. S., Biswas, P., & Ferdous, J. (2025). "Numerical simulation of multilane traffic flow model based on exponential velocity-density function". Partial Differential Equations in Applied Mathematics, 16, 101323. DOI: https://doi.org/10.1016/j.padiff.2025.101323 (Q1, CiteScore: 5.9, SJR: 0.702).

1. Joydhar, B., Ahmed, M. R., & Andallah, M. L. S. (2025). Traffic dynamics: A fluid mechanical perspective using mass and momentum equations .1st International Conference on Science and Humanities for Sustainable Development (ICSHSD- 2025), Dhaka University of Engineering & Technology (DUET), Gazipur, Bangladesh, October 23-24.
2. Joydhar, B., Ahmed, M. R., & Andallah, M. L. S. (2025). Numerical simulation and stability analysis of the Payne-Whitham traffic flow model: A comparison with the LWR model. 24th International Mathematics Conference, University of Chittagong, Chittagong, Bangladesh, December 18-19.

Joydhar, B., Andallah, M. L. S., & Ahmed, M. R. (2024, December 10–11). Traffic flow simulation by using fluid dynamic mass and momentum equation models (Poster presentation). International Workshop on Advances in Mathematical Modeling and Analysis (IWAMMA 2024), Department of Mathematics, Jahangirnagar University, Savar, Dhaka, Bangladesh.

Sumaiya Akter, Mahtab U. Ahmmed.: Mathematical modeling of the Impact of Periodic Permeability on Nanoparticle Filtration in Lung Tissue ‘24th International Mathematics Conference - 2025’, Paper ID: 24IMC-188, December 18–19, 2025.

Sumaiya Akter, Mahtab U. Ahmmed.: Impact of Periodic Permeability on Airflow and Nanoparticles Deposition in Porous Lung Tissue, ‘3rd International Conference On Mathematical Analysis and Application in Modelling (ICMAAM-2024)’, 05-07 December 2024.

Sumaiya Akter, Mahtab U. Ahmmed.: Computational Analysis of Airflow and Nanoparticle Dynamics in a Human Lung Model, ‘International Workshop on Advances in Mathematical Modeling and Analysis (IWAMMA2024)’, 10-11 December 2024

1. Shazid, M. A. I., Rahman, MS (2025), “On the Development and Validation of Risk Prediction Models in Clustered Binary Data,” paper presented at International Conference on Applied Statistics and Data Science (ICASDS) 2025, Dhaka, Bangladesh

Saha, S., Haque, M. F., Nahar, S., Kamal, K. M. S., & Reza, A. W. COVID-19 Detection Using VGG16: Enhancing Robustness and Interpretability with Adversarial Attack Analysis and Explainable AI. In Satu, M. S., Arefin, M. S., Lio', P., & Kaiser, M. S. (Eds.), Proceedings of the 2nd International Conference on Machine Intelligence and Emerging Technologies (MIET 2024). Lecture Notes in Networks and Systems. Springer Nature, Singapore, 2025. https://doi.org/10.1007/978-981-96-2721-9_12

Saha, S., & Rana, S. Explainable AI in Healthcare: Clinical Decision Support and Diagnostic Systems. In Explainable AI in Critical Domains: From Theory to Trusted Applications (Chapter 7). Nova Science Publishers. Accepted for publication (In press), 2026.

1. Saha, S. (Corresponding Author), Rana, S., Reza, A. W., & Amin, M. R. Unmasking Adversarial Attacks Using a Robust XAI-Driven Approach for Secure Medical Image Classification. Scientific Reports (Q1, Nature Portfolio). Accepted for publication (2026).
2. Saha, S. (Corresponding Author), Rana, S. Heterogeneous wealth-related differences in modern contraceptive use in Bangladesh: a machine learning-based g-computation analysis of the DHS 2022 cross-sectional survey. Journal of Health, Population and Nutrition (Q1, Springer Nature). Accepted for publication (2026).