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Advanced AI modeling and optimization for determination of pharmaceutical solubility in supercritical processing for production of nanosized drug particles

This study presents a comparative analysis of three different models, namely Deep Neural Network (DNN), Quantile Regression (QR), and K-Nearest Neighbors (KNN) for the prediction of SC-CO2 density and solubility of rivaroxaban. The models were tuned using the Fireworks Algorithm (FWA) to optimize th...

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Príomhchruthaitheoir: Ahmad J. Obaidullah
Formáid: Artigo
Teanga:Inglês
Foilsithe / Cruthaithe: Elsevier 2023-09-01
Sraith:Case Studies in Thermal Engineering
Ábhair:
Rochtain ar líne:http://www.sciencedirect.com/science/article/pii/S2214157X23005051
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