| Digital twins in civil infrastructure systems M Callcut, JP Cerceau Agliozzo, L Varga, L McMillan Sustainability 13 (20), 11549, 2021 | 92 | 2021 |
| A review of the use of artificial intelligence methods in infrastructure systems L McMillan, L Varga Engineering Applications of Artificial Intelligence 116, 105472, 2022 | 75 | 2022 |
| Flow forecasting for leakage burst prediction in water distribution systems using long short-term memory neural networks and Kalman filtering L McMillan, J Fayaz, L Varga Sustainable Cities and Society 99, 104934, 2023 | 15 | 2023 |
| Domain-informed variational neural networks and support vector machines based leakage detection framework to augment self-healing in water distribution networks L McMillan, J Fayaz, L Varga Water Research 249, 120983, 2024 | 9* | 2024 |
| Towards self-healing in water infrastructure systems L McMillan, L Varga Proceedings of the Institution of Civil Engineers-Smart Infrastructure and …, 2022 | 8 | 2022 |
| Artificial intelligence–enabled self-healing infrastructure systems L McMillan PQDT-Global, 2023 | 4 | 2023 |
| Infrastructure and city ontologies L Varga, L McMillan, S Hallett, T Russell, L Smith, I Truckell, A Postnikov, ... Proceedings of the Institution of Civil Engineers-Smart Infrastructure and …, 2022 | 2 | 2022 |
| INFRASTRUCTURE RESEARCH ONTOLOGIES FINAL REPORT L Varga, L McMillan, S Hallett, T Russell, L Smith, I Truckell, A Postnikov, ... | 2 | 2021 |
| Machine-Learning-Based Health Monitoring and Leakage Management of Water Distribution Systems L McMillan, J Fayaz, L Varga Proceedings of the International Conference on Evolving Cities 2022, 43-50, 2023 | | 2023 |