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An Introduction to Materials Informatics : The Elements of Machine Learning Hardback
by Tongyi Zhang
Hardback
Description
This textbook educates current and future materials workers, engineers, and researchers on Materials Informatics.
Volume I serves as an introduction, merging AI, ML, materials science, and engineering.
It covers essential topics and algorithms in 11 chapters, including Linear Regression, Neural Networks, and more.
Suitable for diverse fields like materials science, physics, and chemistry, it enables quick and easy learning of Materials Informatics for readers without prior AI and ML knowledge.
Information
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Pre-Order
- Format:Hardback
- Pages:465 pages, 126 Illustrations, color; 11 Illustrations, black and white; XVI, 465 p. 137 illus., 126
- Publisher:Springer Verlag, Singapore
- Publication Date:20/08/2024
- Category:
- ISBN:9789819979912
Information
-
Pre-Order
- Format:Hardback
- Pages:465 pages, 126 Illustrations, color; 11 Illustrations, black and white; XVI, 465 p. 137 illus., 126
- Publisher:Springer Verlag, Singapore
- Publication Date:20/08/2024
- Category:
- ISBN:9789819979912