Advancing polymeric membranes for produced water treatment: From fouling mitigations to machine-learning driven design

Advancing polymeric membranes for produced water treatment: From fouling mitigations to machine-learning driven design

<p>Produced water (PW) management remains a major environmental and operational concern in the oil and gas sector. Despite its potential for reuse and resource recovery, the complex nature of PW limits the feasibility of conventional treatment approaches. Polymeric membranes (PMs) have gained...

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Bibliographic Details
Main Author: Rawia Mohammed (23739993) (author)
Other Authors: Reema H. Alasfar (14151717) (author), Maryam Al-Ejji (5244842) (author), Viktor Kochkodan (14152707) (author), Alaa AlHawari (23739996) (author)
Published: 2025
Subjects:
Engineering
Chemical engineering
Materials engineering
Information and computing sciences
Artificial intelligence
Machine learning
Polymeric membrane
Fouling
Fabrication techniques
Biopolymers
Mixed matrix membranes
Smart responsive membranes
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