Litcius/Paper detail

Machine learning-driven design of membranes for saline and produced water treatment across scales

Uzair Ahmad, Ahmed Abdala, Kim Choon Ng, Faheem Hassan Akhtar

2025Environmental Science Water Research & Technology7 citationsDOI

Abstract

Membrane-based desalination technologies are critical for addressing global water scarcity; however, their performance optimization remains a complex challenge.

Topics & Concepts

MembraneSalineSaline waterWater treatmentArtificial intelligenceComputer scienceEnvironmental scienceChemistryGeologyEnvironmental engineeringBiologySalinityOceanographyEndocrinologyBiochemistryMembrane Separation TechnologiesWater Quality Monitoring TechnologiesSolar-Powered Water Purification Methods
Machine learning-driven design of membranes for saline and produced water treatment across scales | Litcius