Toward Sustainable Wastewater Treatment: Transformer Ensembles and Multitask Learning for Energy Consumption and Quality Management

Hager Saleh; Sherif Mostafa; Shaker El-Sappagh; Abdulaziz Almohimeed; Michael McCann; Saeed Hamood Alsamhi; Niall Ó Brolcháin; John G Breslin; Marwa E Saleh

doi:10.1016/j.engappai.2025.112338

Toward Sustainable Wastewater Treatment: Transformer Ensembles and Multitask Learning for Energy Consumption and Quality Management

Hager Saleh
, Sherif Mostafa
, Shaker El-Sappagh
, Abdulaziz Almohimeed
, Michael McCann
, Saeed Hamood Alsamhi
, Niall Ó Brolcháin
, John G Breslin
, Marwa E Saleh

Research output: Contribution to a Journal (Peer & Non Peer) › Article › peer-review

3 Citations (Scopus)

Original language	Undefined/Unknown
Journal	Engineering Applications of Artificial Intelligence
Volume	162
DOIs	https://doi.org/10.1016/j.engappai.2025.112338
Publication status	Published - 24 Sep 2025

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 6 Clean Water and Sanitation
SDG 7 Affordable and Clean Energy
SDG 9 Industry, Innovation, and Infrastructure
SDG 11 Sustainable Cities and Communities

Access to Document

10.1016/j.engappai.2025.112338

Cite this

Saleh, H., Mostafa, S., El-Sappagh, S., Almohimeed, A., McCann, M., Alsamhi, S. H., Ó Brolcháin, N., Breslin, J. G., & Saleh, M. E. (2025). Toward Sustainable Wastewater Treatment: Transformer Ensembles and Multitask Learning for Energy Consumption and Quality Management. Engineering Applications of Artificial Intelligence, 162. https://doi.org/10.1016/j.engappai.2025.112338

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title = "Toward Sustainable Wastewater Treatment: Transformer Ensembles and Multitask Learning for Energy Consumption and Quality Management",

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AU - Saleh, Hager

AU - Mostafa, Sherif

AU - El-Sappagh, Shaker

AU - Almohimeed, Abdulaziz

AU - McCann, Michael

AU - Alsamhi, Saeed Hamood

AU - Ó Brolcháin, Niall

AU - Breslin, John G

AU - Saleh, Marwa E

N1 - Funded by Taighde Éireann - Research Ireland (12/RC/2289P2) and Taighde Éireann - Research Ireland (21/FFP-A/9174) and Interreg North-West Europe (NWE0200163)

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