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Author

De-Fang Ouyang

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Open access Sep 2026

Why choose between prediction power and mechanistic insight in QSRR modeling? A case study of artificial membrane chromatography and machine learning.

Quantitative structure-retention relationship (QSRR) modeling of immobilized artificial membrane (IAM) chromatography was performed on a chemically diverse set of 2003 analytes to determine whether mechanistically interpretable, descriptor-based models can match the predictive performance of advanced machine-learning a...

W. Nisterenko, Julia Nicman, Jiayin Deng et al. · 0 citations
Review Aug 2026

Artificial Intelligence for Drug Delivery.

An overview of the applications of AI in drug delivery is highlighted, focusing on AI-designed drug formulations, AI-driven prediction of ADMET properties, and AI-assisted drug delivery devices, which support the development of precision medicine.

Xinmin Yu, Xinyun Jiang, Tao Sheng et al. · 1 citation

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