Computer-Aided Applications in Pharmaceutical Technology: Delivery Systems, Dosage Forms, and Pharmaceutical Unit Operations 2nd Edition

Computer-Aided Applications in Pharmaceutical Technology: Delivery Systems, Dosage Forms, and Pharmaceutical Unit Operations 2nd Edition book cover

Computer-Aided Applications in Pharmaceutical Technology: Delivery Systems, Dosage Forms, and Pharmaceutical Unit Operations 2nd Edition

Author(s): Jelena Duris PhD

  • Publisher: Woodhead Publishing
  • Publication Date: September 27, 2023
  • Edition: 2nd
  • Language: English
  • Print length: 338 pages
  • ISBN-10: 0443186553
  • ISBN-13: 9780443186554

Book 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

Editorial Reviews

Review

A Quality by Design guide to the implementation of computational tools in pharmaceutical technology

From the Back Cover

This second edition of Computer-Aided Applications in Pharmaceutical Technology covers the fundamentals of data science, experimental design application, and interpretation in pharmaceutical technology, chemometric methods with emphasis on their application in process control, artificial intelligence, machine learning, and 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 numerous case studies, including state-of-the-art representative examples. Chapter 1 covers Quality by Design in pharmaceutical development. Chapter 2 provides an overview of data science and computational modeling concepts in pharmaceutical technology. Chapter 3 presents computer-aided formulation development, with specific emphasis on complex microemulsion systems. Chapter 4 covers experimental design applications and interpretations. Chapter 5 discusses chemometric methods and smart manufacturing in pharmaceutical technology. Chapter 6 covers artificial intelligence applications in pharmaceutical product and process development. Chapter 7 discusses computer-aided biopharmaceutical characterization, focusing on gastrointestinal absorption simulations. Finally, Chapter 8 discusses applications of computational fluid dynamics in pharmaceutical technology.

This book provides insights for research and development scientists in the pharmaceutical industry and academia. Data scientists who are entering the pharmaceutical field will also find this book particularly useful.

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