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Materials Informatics : Methods, Tools, and Applications by Isayev, Olexandr & Tropsha, Alexander & Curtarolo, Stefano is a nonfiction available to read on EtoBox.

What is Materials Informatics : Methods, Tools, and Applications about?

Provides everything readers need to know for applying the power of informatics to materials science <br> <br> There is a tremendous interest in materials informatics and application of data mining to materials science. This book is a one-stop guide to the latest advances in these emerging fields. Bridging the gap between materials science and informatics, it introduces readers to up-to-date data mining and machine learning methods. It also provides an overview of state-of-the-art software and tools. Case studies illustrate the power of materials informatics in guiding the experimental discovery of new materials. <br> <br> Materials Informatics: Methods, Tools and Applications is presented in two parts?Methodological Aspects of Materials Informatics and Practical Aspects and Applications. The first part focuses on developments in software, databases, and high-throughput computational activities. Chapter topics include open quantum materials databases; the ICSD database; open crystallography databases; and more. The second addresses the latest developments in data mining and machine learning for materials science. Its chapters cover genetic algorithms and crystal structure predict

Who reads Materials Informatics : Methods, Tools, and Applications?

Author

Isayev, Olexandr & Tropsha, Alexander & Curtarolo, Stefano

Publisher

John Wiley & Sons

Published

2019

Language

EN

ISBN

9781523133109

Category

nonfiction

Subjects

Science, Chemistry, Stem