An Introduction to Materials Informatics

The Elements of Machine Learning

Paperback Engels 2026 9789819979943
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Samenvatting

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.

Specificaties

ISBN13:9789819979943
Taal:Engels
Bindwijze:Paperback
Aantal pagina's:479
Uitgever:Springer Verlag, Singapore

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          An Introduction to Materials Informatics