Machine learning analysis of drug solubility via green approach to enhance drug solubility for poor soluble medications in continuous manufacturing

Abstract The development of continuous pharmaceutical manufacturing is crucial and can be analyzed via advanced computational models. Machine learning is a strong computational paradigm that can be integrated into a continuous process to enhance the drugs’ solubility and efficacy. In this research,...

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Bibliographic Details
Main Authors: Ahmed A. Lahiq, Abdullah A. Alshehri, Shaker T. Alsharif
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-11823-z
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