Development of hybrid mechanistic-artificial intelligence computational technique for separation of organic molecules from water in polymeric membranes

We have investigated the application of machine learning model for description of a physical process in separation of liquids. The considered process is a membrane system for removal of an organic component. Multiple machine learning models were taken into account, while the inputs are the results o...

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Bibliographic Details
Main Authors: Deli Lin, Qian Sun
Format: Article
Language:English
Published: Elsevier 2023-02-01
Series:Case Studies in Thermal Engineering
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2214157X23000771