Dr Lauren McMillan

Lecturer

Department: Mechanical and Construction Engineering

Email Lauren

Key Publications

Please visit the Pure Research Information Portal for further information
Artificial intelligence–enabled self-healing infrastructure systems, McMillan, L. 28 Mar 2024
Domain-informed variational neural networks and support vector machines based leakage detection framework to augment self-healing in water distribution networks, McMillan, L., Fayaz, J., Varga, L. 1 Feb 2024, In: Water Research
Flow forecasting for leakage burst prediction in water distribution systems using long short-term memory neural networks and Kalman filtering, McMillan, L., Fayaz, J., Varga, L. 1 Dec 2023, In: Sustainable Cities and Society
Infrastructure and city ontologies, Varga, L., McMillan, L., Hallett, S., Russell, T., Smith, L., Truckell, I., Postnikov, A., Rodger, S., Vizcaino, N., Perkins, B., Matthews, B., Lomax, N. 1 Jun 2023, In: Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction
Machine-Learning-Based Health Monitoring and Leakage Management of Water Distribution Systems, McMillan, L., Fayaz, J., Varga, L. 17 Jul 2023, 2022: Proceedings of the 3rd International Conference on Evolving Cities, Southampton, University of Southampton
Towards self-healing in water infrastructure systems, McMillan, L., Varga, L. 1 Jun 2023, In: Proceedings of the Institution of Civil Engineers - Smart Infrastructure and Construction
A review of the use of artificial intelligence methods in infrastructure systems, McMillan, L., Varga, L. 1 Nov 2022, In: Engineering Applications of Artificial Intelligence
Digital Twins in Civil Infrastructure Systems, Callcut, M., Agliozzo, J., Varga, L., McMillan, L. 19 Oct 2021, In: Sustainability

Qualifications

PhD March 28 2024
MEng July 05 2019
Associate Fellowship - Advance HE AFHEA

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