Machine Learning in the Design and Performance Prediction of Organic Framework Membranes: Methodologies, Applications, and Industrial Prospects

Organic framework membranes (OFMs) have emerged as transformative materials for separation technologies due to their tunable porosity, structural diversity, and stability, yet their design and optimization face challenges in navigating vast chemical spaces and complex performance trade-offs. This re...

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Bibliographic Details
Main Authors: Tong Wu, Jiawei Zhang, Qinghao Yan, Jingxiang Wang, Hao Yang
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Membranes
Subjects:
Online Access:https://www.mdpi.com/2077-0375/15/6/178
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