Peer-reviewed Journal Papers
2024
| 120 | Yin, M., Reja, V.K., Brilakis, I., Sheil, B., Perrotta, F., Marie d'Avigneau, A. and Lu, L. (2025) “Exploring the Value of Digital Twins for Information Management in Highway Asset Maintenance”, J. of Developments in the Built Environment, Elsevier, Vol. 21: 100614, 48p., DOI 10.1016/j.dibe.2025.100614 | |
| 119 | Zhu, J., Nisbet, N., Yin, M., Wei, R. and Brilakis, I. (2025) “Releasing the Power of Graph for Building Information Discovery”, J. of Automation in Construction, Elsevier, 29p., DOI 10.1016/j.autcon.2025.106034 | |
| 118 | Zhou, S., Lin, J., Pan, P., Pan, Y. and Brilakis, I.. (2025) “Impact of Color and Mixing Proportion of Synthetic Point Clouds on Semantic Segmentation”, J. of Automation in Construction, Elsevier, 33p.,10.1016/j.autcon.2025.105963 | |
| 117 | , J., Wong, M., Nisbet, N., Kelly, T., Zlatanova, S. and Brilakis, I. (2025) “Semantics-Based Connectivity Graph for Indoor Pathfinding Powered by Ifc-Graph”, J. of Automation in Construction, Elsevier, 27p., DOI 10.2139/ssrn.4979216 | |
| 116 | Lu, L., Yin, M., Xie, Y., Pan, Y., Wang, M. and Brilakis, I. (2025) “Development of A Trustworthy AI-supported Digital Twin Framework for Road Operation and Maintenance”, Smart Construction, Volume 2 Issue 1, January 2025, 28p., DOI 10.55092/sc20250001 | |
| 115 | Marie d'Avigneau, A., Potseluyko, L., Anvo, N.R., Taha-Abdalgadir, H., Reja, V.K., Davletshina, D., Lam, P.H., de Silva, L., Al-Tabbaa, A. and Brilakis, I. (2025) “CAMHighways: The Cambridge Highways dataset”, J. of Advanced Engineering Informatics, Elsevier, 64, March 2025, 25p., DOI 10.1016/j.aei.2024.103036 | |
| 114 | Buuveibaatar, M., Brilakis, I., Peck, Matt., Economides, G. and Lee, W.. (2025) “A Conceptual Framework for Planning Road Digital Twins”, Buildings, 2025, 15(3), 316, MDPI AG, January 2025, 16p., DOI 10.3390/buildings15030316 | |
| 113 | Zhang, J., Yang, X., Wang, W., Brilakis, I., Davletshina, D. and Wang, H. (2025) “Robust ELM-PID Tracing Control on Autonomous Mobile Robot via Transformer-based Pavement Crack Segmentation”, J. of Measurement: Journal of the International Measurement Confederation, Elsevier, 242, January 2025, 16p., DOI 10.1016/j.measurement.2024.116045 | |
| 112 | Davletshina, D., Reja, V.K. and Brilakis, I. (2024) "Automating Construction of Road Digital Twin Geometry Using Context and Location Aware Segmentation", J. of Automation in Construction, Elsevier, 168(A), December 2024, 17p., DOI 10.1016/j.autcon.2024.105795 | |
| 111 | Kookalani, S., Parn, E., Brilakis, I., Dirar, S., Theofanous, M., Faramarzi, A., Mahdavipour, M.A. and Feng, Q. (2024) "Trajectory of Building and Structural Design Automation from Generative Design Towards the Integration of Deep Generative Models and Optimization: A Review", J. of Building Engineering, Elsevier, 97, November 2024, 35p., DOI 10.1016/j.jobe.2024.110972 | |
| 110 | Xu, J., Anvo, N.R., Taha-Abdalgadir, H., Marie d'Avigneau, A., Palin, D., Wei, R., Hadjidemetriou, G., Schaefer, S., de Silva, L., Iida, F., Al-Tabbaa, A. and Brilakis, I. (2024) "Highway Digital Twin-Enabled Autonomous Maintenance Plant (AMP): A Perspective", J. of Data Centric Engineering, Cambridge University Press, accepted | |
| 109 | Wang, M., Wang, C.C., Zlatanova, S., Shen, X. and Brilakis, I. (2024) "A Streamlined Laser Scanning Verticality Check Method for Installation of Prefabricated Wall Panels", J. of Construction Engineering and Management, ASCE, accepted | |
| 108 | Pan, Y., Wang, M., Lu, L., Wei, R., Cavazzi, S., Peck, M. and Brilakis, I., (2024) "Scan-to-Graph: Automatic Generation and Representation of Highway Geometric Digital Twins from Point Cloud Data", J. of Automation in Construction, Elsevier, 166, October 2024, 13p., DOI 10.1016/j.autcon.2024.105654 | |
| 107 | Jiang, Y, Su, S., Zhao, S., Zhong, R.Y., Qiu, W., Skibniewski, M.J., Brilakis, I. and Huang, G.Q. (2024) "Digital Twin-Enabled Synchronized Construction Management: A Roadmap from Construction 4.0 towards Future Prospect", J. of Developments in the Built Environment, Elsevier, 19, October 2024, 22p., DOI 10.1016/j.dibe.2024.100512 | |
| 106 | Lin, X., Lu, Q., Chen, L. and Brilakis, I. (2024) "Assessing Dynamic Congestion Risks of Flood-disrupted Transportation Network Systems through Time-variant Topological Analysis and Traffic Demand Dynamics", J. of Advanced Engineering Informatics, Elsevier, 62(A), October 2024, 15p., DOI 10.1016/j.aei.2024.102672 | |
| 105 | Malihi, S., Potseluyko, L., Mathew, A., Alavi, H., Reja, V.K.., Pan, Y., Binni, L., Wang, G., Wang, X. and Brilakis, I. (2024) "Review of multimodal data and their applications for road maintenance", J. of Smart Construction, ELSP, 1(2), September 2024, 39p., DOI 10.55092/sc20240010 | |
| 104 | Drobnyi, V., Li, S. and Brilakis, I. (2024) "Digitisation of Existing Buildings with Arbitrary Shaped Spaces from Point Clouds", J. of Computing in Civil Engineering, ASCE, 38(5), September 2024, 12p., DOI 10.1061/JCCEE5.CPENG-5853 | |
| 103 | Zhang, Y., Marie d’Avigneau, A., Hadjidemetriou, G., de Silva, L., Girolami, M. and Brilakis, I. (2024) "Bayesian Dynamic Modelling for Probabilistic Prediction of Pavement Condition", J. of Engineering Applications of Artificial Intelligence, Elsevier, 133(F), July 2024, 13p., DOI 10.1016/j.engappai.2024.108637 | |
| 102 | Chen, J., Chan, I. and Brilakis, I. (2024) "Shifting Research from Defect Detection to Defect Modelling in Computer Vision-based Structural Health Monitoring", J. of Automation in Construction, Elsevier, 164, May 2024, 16p., DOI 10.1016/j.autcon.2024.105481 | |
| 101 | Zhang, J., Yang, X., Wang, W., Brilakis, I., Davletshina, D., Wang, H. and Cao, M. (2024) "Segment-to-track for Pavement Crack with Light-Weight Neural Network on Unmanned Wheeled Robot", J. of Automation in Construction, Elsevier, 161, May 2024, 15p., DOI 10.1016/j.autcon.2024.105346 | |
| 100 | Drobnyi, V., Li, S., and Brilakis, I. (2024) "Connectivity Detection for Automatic Construction of Building Geometric Digital Twins", J. of Automation in Construction, Elsevier, 159, March 2024, 14p., DOI 10.1016/j.autcon.2024.105281 | |
| 99 | Jacobsen, E.L., Teizer, J., Wandahl, S. and Brilakis, I. (2024) "Probabilistic Forecasting of Construction Labour Productivity Metrics", J. of Information Technology in Construction, Elsevier, 29, February 2024, pp. 58-83, 26p., DOI 10.36680/j.itcon.2024.004 |
2023
| 98 | Hu, Z. and Brilakis, I. (2023) "Matching design-intent planar, curved, and linear structural instances in point clouds", Automation in Construction, V.158, November 2023, DOI 10.1016/j.autcon.2023.105219 | |
| 97 | Ariyachandra, M. R. M. F. and Brilakis, I. (2023) "Leveraging railway topology to automatically generate track geometric information models from airborne LiDAR data", Automation in Construction, V.155, November 2023, DOI 10.1016/j.autcon.2023.105068 | |
| 96 | Xie, H., Hong, Y., Xin, M., Brilakis, I. and Shi, O. (2023) “Identification and Analysis of Communication Barriers for Construction Projects with Time Uncertainties”, J. of Engineering, Construction and Architectural Management, Emerald Publishing, August 2023, 29p, DOI 10.1108/ECAM-07-2022-0669 | |
| 95 | Drobnyi, V., Hu, Z., Fathy, Y. and Brilakis, I. (2023) "Construction and Maintenance of Building Geometric Digital Twins: State of the Art Review", Sensors, 23(9), 4382, April 2023, DOI 10.3390/s23094382 | |
| 94 | Trzeciak, M. and Brilakis, I. (2023) "Dense 3D reconstruction of building scenes by AI-based camera-lidar fusion and odometry", J. of Computing in Civil Engineering, 48 p., ASCE, DOI 10.1061/JCCEE5/CPENG-4909 | |
| 93 | Trzeciak, M., Pluta, K., Fathy, Y., Alcalde, L., Chee, S., Bromley, A., Brilakis, I., and Alliez, P. (2023) "ConSLAM: Construction Dataset for SLAM", J. of Computing in Civil Engineering, 37(3), March 2023, 38 p., ASCE, DOI 10.1061/JCCEE5/CPENG-5212 | |
| 92 | Pan, Y., Braun, A., Borrmann, A. and Brilakis, I., (2023). "3D deep-learning-enhanced void-growing approach in creating geometric digital twins of buildings". Proceedings of the Institution of Civil Engineers-Smart Infrastructure and Construction, ICE, Dec 2022, pp.1-17. DOI 10.1680/jsmic.21.00035 |
2022
| 91 | Rogage, K., Mahamedi, E., Brilakis, I. and Kassem, M. (2022) "Beyond Digital Shadows: A Digital Twin for monitoring earthwork operation in large infrastructure projects", J. of AI in Civil Engineering, 1(7), December 2022, 24 p., Springer, DOI 10.1007/s43503-022-00009-5 | |
| 90 | Tetteh, M.O, Chan, P.C., Darko, A., Jafari, A., Chen, W., Brilakis, I. and Chen, CST (2022) "Scientometric mapping of global research on green retrofitting of existing buildings (GREB): Pathway towards a holistic GREB framework", J. of Energy & Buildings, Elsevier, 277, October 2022, 20p, DOI 10.1016/j.enbuild.2022.112532 | |
| 89 | Hong, Y., Xie, H., Brilakis, I., & Bhumbra, G. (2022) "Improving the accuracy of schedule information communication between humans and data". J. of Advanced Engineering Informatics, Elsevier, May 2022. DOI 10.17863/CAM.84980 | |
| 88 | Pan, Y., Braun, A., Brilakis, I. and Borrmann, A. (2022) "Enriching Geometric Digital Twins of Buildings with Small Objects by Fusing Laser Scanning and AI-based Image Recognition", J. of Automation in Construction, Elsevier, 140, August 2022, 19p., DOI 10.1016/j.autcon.2022.104375 | |
| 87 | Hong, Y., Xie, H., Hovhannisyan, V. and Brilakis, I. (2022) "A graph-based approach for unpacking construction sequence analysis to evaluate schedules", J. of Advanced Engineering Informatics, Elsevier, 52, April 2022, 16p., DOI 10.1016/j.aei.2022.101625 | |
| 86 | Assadzadeh, A., Arashpour, M., Brilakis, I., Ngo, T. and Konstantinou, E. (2022) "Vision-Based Excavator Pose Estimation Using Synthetically Generated Datasets with Domain Randomization", J. of Automation in Construction, Elsevier, 134, February 2022, 12 p., DOI 10.1016/j.autcon.2021.104089 | |
| 85 | Argyroudis, S.A., Mitoulis, S.A., Chatzi, E., Baker, J.W., Brilakis, I., Gkoumas, K., Vousdoukas, M., Hynes, W., Carluccio, S., Keou, O., Frangopol, M.D. and Linkov, I. (2022) "Digital Technologies Can Enhance Global Climate Resilience of Critical Infrastructure", J. of Climate Risk Management, Elsevier, 35, January 2022, 24 p., DOI 10.1016/j.crm.2021.100387 | |
| 84 | Fitzsimmons, J.P., Lu, R., Hong, Y. and Brilakis, I. (2022) "Construction Schedule Risk Analysis – A Hybrid Machine Learning Approach", J. of Information Technology in Construction, 27, January 2022, pp. 70-93, 24 p., DOI 10.36680/j.itcon.2022.004 |