Gradient boosting decision tree algorithms for accelerating nanofiltration membrane design and discovery

W Gong, H Xu, J Lu, J Kim, Y Zhao, N Li, Y Zhang… - Desalination, 2024 - Elsevier
Interfacial polymerization is the most widely used strategy for nanofiltration membrane
fabrication. Despite extensive research on this technology, further improvement in …

Investigation on the rejection of mixed salt solution by g-C3N4 functionalized nanofiltration membrane

Z Xu, Z Mai, Y Wu, X Li, X Zeng, C Meng, G Li, H Zhu - Desalination, 2025 - Elsevier
The use of nanofiltration membrane technologies for seawater desalination is one of the
effective ways to solve the shortage of water resources. However, traditional commercial …

[HTML][HTML] Performance evaluation of nanofiltration membranes for SWRO brine valorisation: Insights from a pilot plant under real conditions

A Rivero-Falcón, Y López-López, BP Suárez… - Separation and …, 2025 - Elsevier
The success of a desalination brine valorisation process heavily depends on the
effectiveness of the pre-treatment stage, which purifies the brine by reducing the …

Tailoring polyamide membranes via dynamic interfacial manipulation with functional Fe3O4 nanoparticles for elevated Nanofiltration performance

W Hao, H Wang, S Li, W Li, M Tian, Q Zhang - Desalination, 2024 - Elsevier
This study investigates the enhancement of thin-film-composite polyamide (TFC-PA)
membranes for nanofiltration (NF) by conducting direct interfacial polymerization (IP) at a …

Jet-assisted membrane filtration and design application: A model for fouling removal area estimation

D Kim, M Kwak, DS Han, K Kim, YK Chang, S Kim - Desalination, 2024 - Elsevier
Membrane fouling remains a significant challenge in desalination and other membrane-
based filtration processes. This study presents a novel force-balance model to accurately …