Artificial Intelligence in Biomaterials Design and Development
eBook - ePub

Artificial Intelligence in Biomaterials Design and Development

  1. 446 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Artificial Intelligence in Biomaterials Design and Development

About this book

Artificial Intelligence in Biomaterials Design and Development delves into the transformative role of artificial intelligence, particularly machine learning, in creating new biomaterials. Traditional challenges in this field, such as chemical waste, spatial constraints, and inadequate tools, have hindered the swift design and synthesis of versatile biomaterials. Machine learning methods address these barriers by enhancing discovery and development processes, reducing time, costs, and wastage. Generative models now enable the creation of novel molecular structures with desired properties, making inverse materials design a reality. This book is essential for those in materials science, machine learning, and biomedical engineering.Additionally, this comprehensive resource explores the application of AI in various aspects of biomaterials science, from computational engineering to data science. The book provides insights into how novel machine learning models can expedite materials discovery and improve accuracy. It is an invaluable guide for academics and industry professionals alike, seeking to leverage AI for innovative biomaterials research and development. - Introduces the reader to core concepts in AI and machine learning in the context of biomaterials, as well as providing practical examples to aid understanding - Thoroughly reviews the role of AI and machine learning in the synthesis, characterization, and applications of novel biomaterials - Delivers in-depth coverage of discriminative and generative models for properties prediction and de novo materials design/discovery

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Table of contents

  1. Title of Book
  2. Cover image
  3. Title page
  4. Table of Contents
  5. Copyright
  6. List of contributors
  7. Editors Note
  8. Preface
  9. Acknowledgment
  10. 1 The critical role of artificial intelligence in biomaterials design and development
  11. 2 Datasets and tools in materials science
  12. 3 Intelligent tools for biomaterials design
  13. 4 Artificial neural networks for biomaterials development
  14. 5 From human genome to materials genome
  15. 6 Artificial intelligence-assisted biomaterials synthesis
  16. 7 Artificial intelligence-based biomaterials characterization
  17. 8 Artificial intelligence in drug delivery system development
  18. 9 Artificial intelligence in vaccine development
  19. 10 Artificial intelligence in biopolymer design and engineering
  20. 11 Artificial intelligence in protein science and engineering
  21. 12 Artificial intelligence-assisted biomaterials for hard tissue implants
  22. 13 Biomaterials education through artificial intelligence-enabled product-based learning
  23. 14 Artificial intelligence in prosthodontic biomaterials
  24. 15 Artificial intelligence applications in electrospinning of biocompatible polymers
  25. Index

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Yes, you can access Artificial Intelligence in Biomaterials Design and Development by Mohsen Khodadadi Yazdi,Payam Zarrintaj,Mohammad Reza Saeb,Masoud Mozafari,Sidi A. Bencherif in PDF and/or ePUB format, as well as other popular books in Technology & Engineering & Artificial Intelligence (AI) & Semantics. We have over one million books available in our catalogue for you to explore.