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An Introduction to Materials Informatics
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An Introduction to Materials Informatics : The Elements of Machine Learning

2024 ed.

Book Details

Format Hardback or Cased Book
ISBN-10 9819979919
ISBN-13 9789819979912
Edition 2024 ed.
Publisher Springer Verlag, Singapore
Imprint Springer Verlag, Singapore
Country of Manufacture GB
Country of Publication GB
Publication Date Feb 28th, 2025
Print length 479 Pages
Weight 886 grams
Dimensions 16.30 x 24.50 x 3.40 cms
Ksh 16,200.00
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This textbook educates current and future materials workers, engineers, and researchers on Materials Informatics. 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.

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.


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