Materials Informatics: Methods, Tools, and Applications

Materials Informatics: Methods, Tools, and Applications Front Cover
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2019-10-21
304 pages

Book Description

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 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 and machine learning methods. It also provides an overview of state-of-the-art 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, , and high-throughput computational activities. Chapter topics include open quantum materials ; the ICSD ; open crystallography databases; and more. The second addresses the latest developments in data mining and machine learning for materials science. Its chapters cover genetic and crystal structure prediction; MQSPR 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.

Book Details

  • Title: Materials Informatics: Methods, Tools, and Applications
  • Length: 304 pages
  • Edition: 1
  • Language: English
  • Publisher:
  • Publication Date: 2019-10-21
  • ISBN-10: 3527341218
  • ISBN-13: 9783527341214
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