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

• Main Authors: Sait Senceroglu (Author), Mohamed Arselene Ayari (Author), Tahereh Rezaei (Author), Fardad Faress (Author), Amith Khandakar (Author), Muhammad E. H. Chowdhury (Author), Zanko Hassan Jawhar (Author)
• Format: Book
• Published: MDPI AG, 2022-11-01T00:00:00Z.
• Subjects: article
• Online Access: 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...