Publications

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Publications

Harnessing machine learning for transmembrane pressure prediction in MBR systems during textile wastewater treatment

Year: 2025 DOI:https://doi.org/10.1016/j.dwt.2025.101238

Authors: Onaira Zahoor, Sher Jamal Khan, Muhammad Usama, Henry J. Tanudjaja, Noreddine Ghaffour, Muhammad Saqib Nawaz

Machine learning models
Transmembrane pressure
Textile wastewater treatment
Extra polymeric substances
Membrane bioreactor

Precise biofilm thickness prediction in SWRO desalination from planar camera images by DNN models

Year: 2025 DOI:https://doi.org/10.1038/s41545-025-00451-9

Authors: Henry J. Tanudjaja, Najat A Amin, Adnan Qamar, Sarah Kerdi, Hussain Basamh, Thomas Altmann, Ratul Das, Noreddine Ghaffour

Seawater Reverse Osmosis (SWRO) Membranes
Biofilm thickness prediction
Biofouling detection
Deep neural networks (DNN)
Convolutional neural networks (CNN)
Desalination membranes
SWRO biofouling
Membrane fouling analysis

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