Prediction of the Ibuprofen Loading Capacity of MOFs by Machine Learning

Prediction of the Ibuprofen Loading Capacity of MOFs by Machine Learning

Metal-organic frameworks (MOFs) have been widely researched as drug delivery systems due to their intrinsic porous structures. Herein, machine learning (ML) technologies were applied for the screening of MOFs with high drug loading capacity. To achieve this, first, a comprehensive dataset was gather...

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Bibliographic Details
Main Authors: Xujie Liu, Yang Wang, Jiongpeng Yuan, Xiaojing Li, Siwei Wu, Ying Bao, Zhenzhen Feng, Feilong Ou, Yan He
Format: Article
Language:English
Published: MDPI AG 2022-09-01
Series:Bioengineering
Subjects:
MOFs
ibuprofen loading capacity
properties prediction
machine learning
CatBoost algorithm
Online Access:https://www.mdpi.com/2306-5354/9/10/517

Internet

https://www.mdpi.com/2306-5354/9/10/517

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