Exploring Key Trade-offs in Pavement Type Selection for Developing Economies through Life Cycle Sustainability Assessment (LCSA)

Nixon Deb Pritom, Mohsin Mahmud Topu, Md Bashirul Haque, Md. Aminul Islam, & Abdullah Al Noman.

International Journal of Pavement Engineering · Taylor & Francis

A comparative LCSA of PCC and HMA pavement considering environmental and economic trade-offs for resource-efficient infrastructure decisions.

Mitigating Embankment Failure in Haor Wetlands: An Explainable Machine Learning Framework for Predicting Tensile Hazard Vulnerability

Mohsin Mahmud Topu, Md. Daniel Hossain Tonmoy, Md. Nazmul Islam Rafi, & Mohammad Shahidur Rahman.

Journal of Engineering and Applied Science · Springer

An explainable ML framework for predicting direct tensile strength and translating model outputs into an infrastructure hazard classification.

SpatiaLab: Can Vision-Language Models Perform Spatial Reasoning in the Wild?

Azmine Toushik Wasi, Wahid Faisal, Abdur Rahman, Mahfuz Ahmed Anik, Munem Shahriar, Mohsin Mahmud Topu, Sadia Tasnim Meem, Rahatun Nesa Priti, Sabrina Afroz Mitu, Md. Iqramul Hoque, Shahriyar Zaman Ridoy, Mohammed Eunus Ali, Majd Hawasly, Mohammad Raza, & Md Rizwan Parvez.

The Fourteenth International Conference on Learning Representations (ICLR)

A comprehensive benchmark for evaluating VLMs’s spatial reasoning in realistic, unconstrained contexts.

Generative Artificial Intelligence for Project Management: A Review of Architectures, Applications, and Governance

Mahfuz Ahmed Anik, Azmine Toushik Wasi, Mohsin Mahmud Topu, Taki Hasan Rafi, & Dong-Kyu Chae.

Data Science: Foundations and Applications · PAKDD 2026

A collaborative review of generative AI architectures, applications, and governance considerations for project management.

Digital Twins for Pavement Health Monitoring and Maintenance Optimization: A Scoping Review of Graph-Based Modeling Approaches

Mohsin Mahmud Topu, Azmine Toushik Wasi, Mahfuz Ahmed Anik, & Md Manjurul Ahsan.

International Journal of Pavement Engineering · Taylor & Francis

A scoping review synthesizing the integration of digital twins and graph-based models in pavement management, proposing a conceptual DT-GNN framework for proactive, data-driven lifecycle management.

Integrating Explainable Machine Learning and Mixed-Integer Optimization for Personalized Sleep Quality Intervention

Mahfuz Ahmed Anik, Mohsin Mahmud Topu, Azmine Toushik Wasi, Md. Isfar Khan, & Md Manjurul Ahsan.

Health Care Management Science · Springer

A personalized predictive-prescriptive framework integrating XAI and mixed-integer optimization to translate sleep quality predictions into structured, behaviorally realistic intervention strategies.

Economic Valuation of Pavement Condition: Evidence from a Stated Choice Experiment

Mohsin Mahmud Topu, Md. Aminul Islam, Md Bashirul Haque, Abdullah Al Noman, Nixon Deb Pritom, & Md. Sadman Sakib.

Research in Transportation Economics · Elsevier

An estimation of value of travel time (VOT) and willingness to pay (WTP) for pavement improvements using mixed multinomial logit models, demonstrating the economic value of user comfort in maintenance appraisal.

Random Effect Models of Vehicle Ownership and Vehicle Driving Choice Behaviour: A Case Study of Sylhet City

In Progress

A joint analysis of vehicle ownership and driving choices in Sylhet using discrete choice models, providing behavioral insights to guide urban demand-control policies and mitigate congestion.