Artificial intelligence-aided materials design AI-algorithms and case studies on alloys and metallurgical processes
"This book describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials. Readers new to AI/ML algorithms can use the book as a starting point and use the included MATLAB and Python implementation...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Boca Raton, FL
CRC Press
2022
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| Edition: | First edition |
| Subjects: | |
| Online Access: | |
| Collection: | O'Reilly - Collection details see MPG.ReNa |
| Summary: | "This book describes the application of artificial intelligence (AI)/machine learning (ML) concepts to develop predictive models that can be used to design alloy materials. Readers new to AI/ML algorithms can use the book as a starting point and use the included MATLAB and Python implementation of AI/ML algorithms through included case studies. Experienced AI/ML researchers who want to try new algorithms can use this book and study the case studies for reference. This book is written for materials scientists and metallurgists interested in the application of AI, ML, and data science in the development of new materials"-- |
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| Physical Description: | xxviii, 333 pages illustrations (chiefly color) |
| ISBN: | 1000541339 100054138X 9781003167372 9781000541335 1003167373 9781000541380 |