Artificial Intelligence in Biomaterials Design and Development
- Nyhet
Häftad, Engelska, 2025
Av Mohsen Khodadadi Yazdi, Payam Zarrintaj, Mohammad Reza Saeb, Masoud Mozafari, Sidi A. Bencherif, Iran) Yazdi, Mohsen Khodadadi (Senior Researcher, Centre of Excellence in Electrochemistry, University of Tehran, USA) Zarrintaj, Payam (Postdoctoral Research Fellow, School of Chemical Engineering, Oklahoma State University, Stillwater, OK, Poland.) Saeb, Mohammad Reza (Professor, Department of Pharmaceutical Chemistry, Medical University of Gdansk, Canada) Mozafari, Masoud (Research Fellow, Lunenfeld-Tanenbaum Research Institute, Mount Sinai Hospital, University of Toronto, France) Bencherif, Sidi A. (CNRS, PBS, UMR, University of Rouen Normandie, Rouen, Sidi A Bencherif
3 019 kr
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
Produktinformation
- Utgivningsdatum2025-10-16
- Mått152 x 229 x undefined mm
- SpråkEngelska
- SerieWoodhead Publishing Series in Biomaterials
- Antal sidor500
- FörlagElsevier Science
- EAN9780323954648
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