Description
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.- Presents a comprehensive review of the current state of the art on various computer-aided applications in pharmaceutical technology- Includes case studies to facilitate understanding of various concepts in computer-aided applications- Covers applications such as the development of dosage forms and/or delivery systems, pharmaceutical unit operations, and relevant physiologically based pharmacokinetic simulations
Table of Contents
1. Quality-by-design in pharmaceutical development2. Overview of methodologies available for data mining3. Computer-aided formulation development4. Experimental design application and interpretation in pharmaceutical technology5. Chemometric methods application in development of pharmaceutical products6. Neural computing in pharmaceutical products and process development7. Computer-aided biopharmaceutical characterization: Gastrointestinal absorption simulations8. Computer-aided biopharmaceutical characterization: Pulmonary absorption simulations9. Computational fluid dynamics: applications in pharmaceutical technology
