An Introduction to Materials Informatics: The Elements of Machine Learning Tongyi Zhang 9789819979912

Name: An Introduction to Materials Informatics: The Elements of Machine Learning Tongyi Zhang 9789819979912
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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.

Book Information
ISBN 9789819979912
Author Tongyi Zhang
Format Hardback
Page Count 465
Imprint Springer Verlag, Singapore
Publisher Springer Verlag, Singapore

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