Erschienen: 09.10.2019 Abbildung von Isayev / Tropsha | Materials Informatics | 1. Auflage | 2019 | beck-shop.de

Isayev / Tropsha / Curtarolo

Materials Informatics

Methods, Tools, and Applications

lieferbar, ca. 10 Tage

Buch. Hardcover

2019

304 S. 1 Farbabbildung.

In englischer Sprache

Wiley-VCH. ISBN 978-3-527-34121-4

Format (B x L): 17 x 24,4 cm

Gewicht: 756 g

Produktbeschreibung

Provides everything readers need to know for applying the power of informatics to materials science

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.

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 prediction; MQSPR modeling in materials informatics; prediction of materials properties; amongst others.

-Bridges the gap between materials science and informatics
-Covers all the known methodologies and applications of materials informatics
-Presents case studies that illustrate the power of materials informatics in guiding the experimental quest for new materials
-Examines the state-of-the-art software and tools being used today

Materials Informatics: Methods, Tools and Applications is a must-have resource for materials scientists, chemists, and engineers interested in the methods of materials informatics.

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