{"title":"Olexandr Isayev","description":null,"products":[{"product_id":"materials-informatics-book-olexandr-isayev-9783527341214","title":"Materials Informatics","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 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.","brand":"WoB","offers":[{"title":"GB \/ NEW \/ GARDNERS","offer_id":49737856188689,"sku":"NGR9783527341214","price":0.0,"currency_code":"GBP","in_stock":false},{"title":"GB \/ NEW \/ INGRAM","offer_id":52702277370129,"sku":"NLS9783527341214","price":0.0,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0784\/4072\/6801\/files\/3527341218.jpg?v=1751350649"}],"url":"https:\/\/www.worldofbooks.com\/collections\/author-books-by-olexandr-isayev.oembed","provider":"World of Books ","version":"1.0","type":"link"}