Computer-Aided Applications in Pharmaceutical Technology: Delivery Systems, Dosage Forms, and Pharmaceutical Unit Operations, Second Edition covers the fundamentals of experimental design application and interpretation in pharmaceutical technology, chemometric methods with an emphasis on their applications in process control, neural computing, data science, computer-aided biopharmaceutical characterization, as well as the application of computational fluid dynamics in pharmaceutical technology. Completely updated, the book introduces the theory and practice of computational tools through new case studies. Chapters cover Quality by Design in pharmaceutical development, overview data mining methodologies, present computer-aided formulation development, cover experimental design applications, and much more.
1. Computer-Aided Applications in Pharmaceutical Technology - p. iii 2. Cover - p. iii 3. Title Page - p. iii 4. Copyright Page - p. iv 5. Table of Contents - p. iv 6. Contributors - p. ix 7. Chapter 1 Quality by design in the pharmaceutical development - p. 1 8. Chapter 2 Overview of data science and computational modeling concepts in pharmaceutical technology - p. 23 9. Chapter 3 Computer-aided formulation development of microemulsion drug delivery systems - p. 41 10. Chapter 4 Experimental design application and interpretation in pharmaceutical technology - p. 61 11. Chapter 5 Chemometric methods in pharmaceutical technology - p. 87 12. Chapter 6 Artificial intelligence applications in pharmaceutical technology - p. 125 13. Chapter 7 Computer-aided biopharmaceutical characterization: Gastrointestinal absorption simulation - p. 199 14. Chapter 8 Computational fluid dynamics: Applications in pharmaceutical technology - p. 285 15. Appendix - p. 317 16. Index - p. 321
Computer-Aided Applications in Pharmaceutical Technology: Delivery Systems, Dosage Forms, and Pharmaceutical Unit Operations, Second Edition covers the fundamentals of experimental design application and interpretation in pharmaceutical technology, chemometric methods with an emphasis on their applications in process control, neural computing, data science, computer-aided biopharmaceutical characterization, as well as the application of computational fluid dynamics in pharmaceutical technology. Completely updated, the book introduces the theory and practice of computational tools through new case studies. Chapters cover Quality by Design in pharmaceutical development, overview data mining methodologies, present computer-aided formulation development, cover experimental design applications, and much more.
1. Computer-Aided Applications in Pharmaceutical Technology - p. iii 2. Cover - p. iii 3. Title Page - p. iii 4. Copyright Page - p. iv 5. Table of Contents - p. iv 6. Contributors - p. ix 7. Chapter 1 Quality by design in the pharmaceutical development - p. 1 8. Chapter 2 Overview of data science and computational modeling concepts in pharmaceutical technology - p. 23 9. Chapter 3 Computer-aided formulation development of microemulsion drug delivery systems - p. 41 10. Chapter 4 Experimental design application and interpretation in pharmaceutical technology - p. 61 11. Chapter 5 Chemometric methods in pharmaceutical technology - p. 87 12. Chapter 6 Artificial intelligence applications in pharmaceutical technology - p. 125 13. Chapter 7 Computer-aided biopharmaceutical characterization: Gastrointestinal absorption simulation - p. 199 14. Chapter 8 Computational fluid dynamics: Applications in pharmaceutical technology - p. 285 15. Appendix - p. 317 16. Index - p. 321
