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An Introduction to Materials Informatics

An Introduction to Materials Informatics The Elements of Machine Learning

Hardback (28 Feb 2025)

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Publisher's Synopsis

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
Publisher: Springer Nature Singapore
Imprint: Springer
Pub date:
DEWEY: 620.110285631
DEWEY edition: 23
Language: English
Number of pages: 465
Weight: 886g
Height: 163mm
Width: 245mm
Spine width: 34mm