Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 6 Clean Water and Sanitation
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SDG 11 Sustainable Cities and Communities
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SDG 14 Life Below Water
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Collaborations and top research areas from the last five years
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Enhancing data quality in wastewater processes: Missing data imputation with deep Variational Autoencoders and genetic algorithms
Kazadi Mbamba, C., Keymer, P., Alvi, M., Topalian, S. O. N., Ud Din, F. & Batstone, D. J., Aug 2025, In: Computers and Chemical Engineering. 199, p. 1-12 12 p., 109123.Research output: Contribution to journal › Article › peer-review
Open Access6 Link opens in a new tab Citations (Scopus) -
Automated State Estimation for Summarizing the Dynamics of Complex Urban Systems Using Representation Learning
Alvi, M., French, T., Keymer, P. & Cardell-Oliver, R., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 21, p. 23020-23026 7 p.Research output: Contribution to journal › Conference article › peer-review
Open Access -
Deep learning for sensing in wastewater treatment plants
Alvi, M., 2024, (Unpublished) 146 p.Research output: Thesis › Doctoral Thesis
File338 Downloads (Pure) -
Enhanced Deep Predictive Modelling of Wastewater Plants With Limited Data
Alvi, M., French, T., Cardell-Oliver, R., Batstone, D. & Akhtar, N., 1 Feb 2024, In: IEEE Transactions on Industrial Informatics. 20, 2, p. 1920-1930 11 p.Research output: Contribution to journal › Article › peer-review
15 Link opens in a new tab Citations (Scopus) -
Deep learning in wastewater treatment: a critical review
Alvi, M., Batstone, D., Mbamba, C. K., Keymer, P., French, T., Ward, A., Dwyer, J. & Cardell-Oliver, R., 15 Oct 2023, In: Water Research. 245, 120518.Research output: Contribution to journal › Review article › peer-review
Open Access141 Link opens in a new tab Citations (Scopus)