Introduction to Materials Informatics

£89.50

Introduction to Materials Informatics

The Elements of Machine Learning

Probability and statistics Materials science Machine learning

Author: Tongyi Zhang

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Language: English

Published by: Springer

Published on: 26th February 2025

Format: LCP-protected ePub

ISBN: 9789819979929


Introduction to Materials Informatics

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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