Machine learning frameworks to accurately estimate the adsorption of organic materials onto resin and biochar

Abstract Adsorption prediction of organic components on biochar and resins is essential for advancing industrial and energy technologies. This study utilized a dataset of 1750 adsorption isotherms comprising adsorption data for 73 organic materials on 50 biochar samples and 30 polymer resins. Machin...

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Bibliographic Details
Main Authors: Raouf Hassan, Mohammad Reza Kazemi
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-99759-2
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