Publications
Browse annual reports, newsletters and selected research publications from CICIEM members.
Annual reports
Explore CICIEM’s annual reports to learn more about the Centre’s research activities, publications, partnerships and progress in construction automation, infrastructure engineering and management.
Newsletters
Stay connected with the latest news, publications and collaborations from the Centre for Innovation in Construction and Infrastructure Engineering and Management (CICIEM). Browse and download our recent newsletters.
Peer-reviewed publications
Browse a selection of peer-reviewed publications from CICIEM members across construction engineering, infrastructure management and digital innovation.
Automation and Digitization in Construction
Omar, A. and Moselhi, O. 2026. Automated standardization of bridge inspection data using generative AI. Engineering Structures, 350, 121904.
Ghelmani, A. and Hammad, A. 2026. DIGERv2: Anchor-Free Multiscale Construction Activity Recognition and Localization Using Cross-Backbone Attention and Adaptive Sample Selection. Journal of Computing in Civil Engineering, 40 (2).
Rostami, G., Chen, P.H. and Hosseini, M. 2026. Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection. Journal of Computing in Civil Engineering, Vol 40 (3).
Huang, I.F., Shih, K.C., Chan, Y.C., Chen, P.H. and Chang, L.M. 2026. Optimizing deep learning models for fast and effective rust identification. Journal of Asian Architecture and Building Engineering.
Civil Infrastructure/Asset Management
Omar, A. and Moselhi, O. 2026. Multi-objective optimization model for automated risk-based inspection planning for concrete bridges. Automation in Construction, 181, 106608.
Predictive Models
Bezyan, Y., Nasiri, F. and Nik-Bakht, M. 2026. Feature Selection and Fault Detection Under Dynamic Conditions of Chiller Systems. Electronics, 15(1), 208.
Huang, I.F., Shih, K.C., Chan, Y.C., Chen, P.H. and Chang, L.M. 2026. Optimizing Deep Learning Models for Fast and Effective Rust Identification. Journal of Asian Architecture and Building Engineering.
Automation and Digitization in Construction
Zaman, S., Chen, P.H. and Chang, L.M. 2025. Real-Time Rust Segmentation on Steel Surface Using a Lightweight Transformer Deep Learning Model. Journal of Infrastructure Systems, 31(4), 04025033.
Khazen, M., Nik‐Bakht, M., Moselhi, O. and Dungen, J. 2025. A Deployable Solution for Indoor Tracking of Workers in Construction Sites through Bluetooth Low Energy Technology. Journal of Information Technology in Construction, 30, 1377-1397
Bahreini, F., Nik-Bakht, M. and Hammad, A. 2025. Developing Computer Vision-Based Digital Twin for Vegetation Management near Power Distribution Networks. Remote Sensing, 17 (21), 3565.
Dunson-Todd, M., Nik-Bakht, M. and Hammad, A. 2025. Proposed Standard Test to Evaluate Back-Support Exoskeleton Efficacy for Rebar Workers: Test Design and Initial Implementation. Journal of Computing in Civil Engineering, 39 (5).
Chang, W.C., Lu, H.K. and Chen, P.H. 2025. Application of Mixed Reality and Infrared Inspection to Examine External Wall Tiles. Journal of Performance of Constructed Facilities, 39 (6).
Gharib, S. and Moselhi, O. 2025. Automated Image Dataset Generation Using Web Scraping and Large Multimodal Models for Construction Applications. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Mirzaei, G., Hammad, A. and Homayounfard. F. 2025. Design Optimization of Stell Structures with Reused Components Using Generative Design. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Bardareh, H., and Moselhi, O. 2025. Automated generation of inspection reports for construction operations. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Huang, H. and Hammad, A., 2025. Generative Adversarial Imitation Learning to Train Rebar-Tying Agents for Agent-Based Simulation. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Kim. D., Kosseim. L., Kim. H. and Ma, J.W. 2025. Paraphrasing-Based Data Augmentation for Responsible Personnel Classification in Carne Accidents. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Rostami. G., Chen. P.H, and Hosseini. M. 2025. Deep Learning for Automated Crack Recognition: Insights, Challenges, and Future Directions. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Khashei, M., Boloukasli F., Marzouny, N. and Dziedzic, R. 2025. Risk-Based Prioritization of Water Main Replacememnts Under Climate Change Scenarios. Proceedings of CSCE/CRC, Montreal, Canada.
Omar, A. and Moselhi, O., 2025. Improved Information Extraction from Bridge Inspection Reports using Fine-tuned Generative Pretrained Transformers. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada
Civil Infrastructure/Asset Management
Khashei, M., Dziedzic, R. and Roshani, E. 2025. Comparative Review of Water Main Failure Prediction Models: Physical and Data-Driven Approaches. Journal of Water Resources Planning and Management, 151(11), 03125003.
El Naggar, A., Soliman, A., Youssef, M.A. and El Naggar, H., 2025. Novel Methodological Approach to Developing Scaled-Down Concrete Material for Structural Applications: Experimental Validation Using Froude Scaling – DOAJ. Buildings, 15(17), 3234.
Alaghbandrad, A. and Hammad, A., 2025. Framework of smart multi-purpose utility tunnel information modeling for lifecycle management. Canadian Journal of Civil Engineering, 52 (4), 531-551.
Chen, J.H., Su, M.C., Chen, C.H., Lin, W.J., Chen, P.H. and Chien, K.Y. 2025. U-Net Enhanced Depth Sensing Detection on Earthwork Management. Journal of Infrastructure Systems, 31 (4).
Zarei, F. and Nik-Bakht, M. 2025. Enhancing Road Asset Management with CityGML Enriched by Public Inputs: A Comprehensive Approach to Pothole Repair Prioritization. Journal of Infrastructure Systems, 31(4).
Khalili, K., Ahrabi, R.R., Chen, P.H. and Nasiri, F. 2025. Optimal Allocation of Electric Vehicles Charging Stations in Commercial Parking Lots: A Mixed-Integer Nonlinear Programming Approach. Sustainability, 17.
Yan, S., Chen, J.H., Nguyen, P.V.A., Chen, P.H. and Lee, T.H. 2025. Minimizing personnel assignment costs in the layout phase of steel component construction. Engineering, Construction and Architectural Management.
Osorto Carrasco, M.D. and Chen, P.H. 2025. Feasibility Study for a New Mixed-Reality Enhanced Construction Inspection Workflow. Journal of Performance of Constructed Facilities, 39(6).
Modular and Off-Site Construction
Gharib, S. and Moselhi, O., 2025. A Conceptual Framework for Enabling Structural Steel Reuse Utilizing Circular Economy in Modular Construction. Sustainability, 17(19).
Sokhangoo, L.R., Mehdipoor, A., Hojjati, A., Hwang, J.H., Han, S.H. and Nik-Bakht, M. 2025. Integrating life cycle assessment in space layout planning for minimizing the embodied carbon emission of modular buildings – identification of influencing factors. Architecture, Structures and Construction, Springer Nature Link.
Zaalouk, A., Altaf, S., M. and Han, S.H. 2025. Operations-Oriented Supply Chain Master Planning in Panelized Construction Using Hybrid Multiagent Simulation. Journal of Construction Engineering and Management, 151(10).
Bhatia, A., Moselhi, O. and Han, S.H. 2025. Hybrid Optimization Approach for Scheduling in Panelized Construction Manufacturing. Journal of Construction Engineering and Management, 151(8).
Risk Management
Elhosary, E. and Moselhi, O. 2025. Intelligent Countermeasures Analysis in Oil and Gas Projects Utilizing Topic Modeling. Journal of Loss Prevention in the Process Industries, 105751.
Elhosary, E. and Moselhi, O., 2025. Utilization of Artificial Intelligence in HAZOP studies and Reports. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Hammam, M., Moselhi, O. and Alkass, S., 2025. Risk-Based Comparison of Collaborative Delivery Methods in Canadian Construction: Progressive Design Build, Integrated Project Delivery and Project Alliancing. Proceedings of CSCE/CRC, Montreal, Canada
Predictive Models
Allam, A. and Nik-Bakht, M. 2025. Integrating industry foundation classes and knowledge graphs for automated deconstruction planning. Journal of Building Engineering,106, 112564.
Panizza, R., Jalaei, F. and Nik-Bakht, M. 2025. Towards Circular Construction: Material and Component Stock Assessment in Montréal’s Residential Buildings. Journal of Designs, Special Issue: Sustainable Construction: Innovations in Design, Engineering, and the Circular Economy, 9 (6), 129.
Ahmed, U., Mahmood, A., Khan, AR., Kuhlmann, K., Alimgeer, KS., Razzaq, S. and Hammad, A. 2025. Parallel boosting neural network with mutual information for day-ahead solar irradiance forecasting. Scientific Reports, 15 (1), 11642.
Gourabpasi, A., Jalaei, F., and Nik-Bakht, M. 2025. Feature Sensitivity Analysis for Enhanced HVAC Fault Detection and Diagnosis. Proceedings of the International Symposium on Automation and Robotics in Construction, Montreal, Canada.
Baradaran-Noveiri, P., Liu, H., Han, S.H., Zaheeruddin, M. (2022). “Parametric-based design optimization of air distribution system in panelized construction” Journal of Building Engineering 51, 104254.
Xuelin Tian, Chunjiang An, Mazdak Nik-Bakht, Zhikun Chen, (2022). “Assessment of reductions in NO2 emissions from thermal power plants in Canada based on the analysis of policy, inventory, and satellite data”, Journal of Cleaner Production, 341.
Hosny, M. Nik-Bakht, O. Moselhi, (2022). “Physical Distancing Analytics for Construction Planning using 4D BIM”, Journal of Computing in Civil Engineering, ASCE (Accepted for publication–January 2022)
Dziedzic, R., Amador, L., An, C., Chen, Z., Eicker, U., Hammad, A., Nasiri, F., Nik-Bakht, M., Ouf, M. and Moselhi, O. (2021) “A framework for asset management planning in sustainable and resilient cities", IEEE International Symposium on Technology and Society (ISTAS), 2021, pp. 1-10.
Nik-Bakht, M., An, C., Ouf, M., Hafeez, G., Dziedzic, R., Han, S., Nasiri, F., Eicker, U., Hammad, A. and Moselhi, O.(2021) “Value Stream Mapping of Project Lifecycle Data for Circular Construction”, 2021 Proceedings of the 38th ISARC, Dubai, UAE.
Chan, E., M. Nik-Bakht, S. H. Han (2021). “Sources of Ambiguity in Construction Contract Documents, Reflected by Litigation in Supreme Court Cases”, ASCE J. of Legal Affairs and Dispute Resolution in Engineering and Construction, 13(14).
Chen, C., Zhu, Z., Hammad, A., Akbarzadeh, M. (2021). "Automatic Identification of Idling Reasons in Excavation Operations Based on Excavator–Truck Relationships", Journal of Computing in Civil Engineering, 35(5):04021015.
Osorto Carrasco, M.D. and Chen, P.H. (2021). “Application of Mixed Reality for Improving Architectural Design Comprehension Effectiveness.” Automation in Construction, Vol. 126.
Delpasand, M., Erkmen, R.E., Ganesan, R. (2021) “A damage-detection procedure using spectral element method”, Proceedings of the Canadian Society of Civil Engineering Annual Conference, May 2021.
Chen, C., Zhu, Z. and Hammad, A. (2020). "Automated excavators activity recognition and productivity analysis from construction site surveillance videos", J. of Automation in Construction, Volume 110, 103045.
Dabirian, S., Han, S.H., Lee, J., (2020). “Stochastic-based noise exposure assessment in modular and off-site construction”, J. of Cleaner Production, Vol. 244(20).
Golnaraghi, S., Moselhi, O., Alkass, S. and Zangenehmadar, Z. (2020). “Predicting construction labor productivity using lower upper decomposition radial base function neural network”, Engineering Reports.
Kouhestani, S. and Nik-Bakht, M. (2020). “IFC-based process mining for design authoring”, J. of Automation in Construction, Volume 112, 103069.
Moselhi, O. and Arabpour M. (2020). “Risk quantification using fuzzy-based Monte Carlo simulation”, Journal of Information Technology in Construction (ITcon), Vol 25, pp. 87-98.
MinayHashemi, S., Han, S.H., Olearczyk, J., Boufereguene, A., Al-Hussein, M. and Kosa, J. (2020). “Automated rigging design for heavy industrial module lifts”, J. of Automation in Construction, Volume 112, 103083.
Nik-Bakht M., Panizza R., Hudon P., Chassain P. and Bashari M. (2020). “Economy-Energy Trade off Automation – A Decision Support System for Building Design Development”, J. of Building Engineering.
Assad, A., Moselhi, O., and Zayed, T. (2019). “A New Metric for Assessing Resilience of Water Distribution Networks”, Water 2019, 11(8): 1701.
El-Ammari, K. and Hammad, A. (2019). “Remote Interactive Collaboration in facilities management using BIM-based mixed reality”, J. of Automation in Construction, Vol. 107, November, 102940.
Golkhoo, F. and Moselhi, O. (2019). “Optimized Material Management in Construction using Multi-Layer Perceptron”, Canadian Journal of Civil Engineering, 46(10): 909-923.
Husein, B. and Moselhi, O. (2019). “An Evolutionary Stochastic Discrete Time-cost Trade-off Method”, Canadian Journal of Civil Engineering, 46: 581-600.
Li, X., Han, S.H., Gul, M., Al-Hussein (2019) “Automated post-3D visualization ergonomic analysis system for rapid workplace design in modular construction.” J. of Automation in Construction, Vol. 98, 160-174.
Salama, T. and Moselhi, O. (2019). “Multi-Objective Optimization for Repetitive Scheduling under Uncertainty”, Engineering, Construction and Architectural Management, 26 (7): 1204-1320.
Sharif, S.A. and Hammad (2019). “Developing Surrogate ANN for Selecting Near-Optimal Building Energy Renovation Methods Considering Energy Consumption, LCC and LCA”, Elsevier Journal of Building Engineering, Volume 25, 100790.
Valinejadshoubi, M., Bagchi, A. and Moselhi, O. (2019). “Development of a BIM-Based Data Management System for Structural Health Monitoring with application to Modular Buildings: A Case Study”, ASCE, Journal of Computing in Civil Engineering, 33 (3): 05010900.
Guevremont, M. and Hammad, A. (2018). “Visualization of Delay Claim Analysis Using 4D Simulation”, J. of Legal Affairs and Dispute Resolution in Eng. and Construction, 10 (3), 8 pages.
Han, S.H., Hasan, S., Bouferguene, A., Al-Hussein M., Kosa, J. (2018) “An Integrated Decision Support Model for selecting the most feasible crane at heavy construction sites”, J. of Automation in Construction Vol. 87, 188-200.
Li X., Han S.H., Gul M., Al-Hussein M., El-Rich M. (2018) “3D Visualization-based Ergonomic Risk Assessment and Work Modification Framework and Its Validation for a Lifting Task.”, ASCE J. of Construction Engineering and Management, Vol.144(1).
Nik-Bakht M., Hosseini M. and El-diraby T. E. (2018). “Game-Based Crowdsourcing to Support Collaborative Customization of the Definition of Sustainability”, J. of Advanced Engineering Informatics, Volume 38, 501-513.
Han, S.H., Bouferguene, A., Al-Hussein M., Hermann, U. (2017) “A 3D-based Crane Evaluation System for Mobile Crane Operation Selection on Modular-based Heavy Construction Sites.”, ASCE J. of Construction Engineering and Management, 143 (9).
Nik-Bakht, M. and El-diraby T. E. (2017). “Project Collective Mind: Unlocking Project Discussion Networks”, J. of Automation in Construction, Volume 84, 50-69.
Kinawy S., Nik-Bakht M. and El-diraby T. E. (2017). “Mismatches in Stakeholder Communication: The Case of the Leslie and Ferrand Transit Stations, Toronto, Canada”, J. of Sustainable Cities and Society, Volume 34, 239-249.
