Constructing an Intelligent Model Based on Support Vector Regression to Simulate the Solubility of Drugs in Polymeric Media

• Autores principales: Sait Senceroglu (Autor), Mohamed Arselene Ayari (Autor), Tahereh Rezaei (Autor), Fardad Faress (Autor), Amith Khandakar (Autor), Muhammad E. H. Chowdhury (Autor), Zanko Hassan Jawhar (Autor)
• Formato: Libro
• Publicado: MDPI AG, 2022-11-01T00:00:00Z.
• Materias: article
• Acceso en línea: Connect to this object online.

This study constructs a machine learning method to simultaneously analyze the thermodynamic behavior of many polymer-drug systems. The solubility temperature of Acetaminophen, Celecoxib, Chloramphenicol, D-Mannitol, Felodipine, Ibuprofen, Ibuprofen Sodium, Indomethacin, Itraconazole, Naproxen, Nifed...