{"product_id":"materials-informatics-methods-tools-and-applications-9783527341214","title":"Materials Informatics: Methods, Tools, and Applications","description":"\u003cp\u003e • Author(s): Editor: Olexandr Isayev | Editor: Alexander Tropsha | Editor: Stefano Curtarolo\u003cbr\u003e • Publisher: Wiley\u003cbr\u003e • Publisher Imprint: Wiley-VCH\u003cbr\u003e • BISAC: Materials Science - General\u003c\/p\u003e\u003cp\u003eProvides everything readers need to know for applying the power of informatics to materials science\u003cbr\u003e \u003cbr\u003e 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. \u003cbr\u003e \u003cbr\u003e 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. \u003cbr\u003e \u003cbr\u003e -Bridges the gap between materials science and informatics\u003cbr\u003e -Covers all the known methodologies and applications of materials informatics\u003cbr\u003e -Presents case studies that illustrate the power of materials informatics in guiding the experimental quest for new materials \u003cbr\u003e -Examines the state-of-the-art software and tools being used today\u003cbr\u003e \u003cbr\u003e Materials Informatics: Methods, Tools and Applications is a must-have resource for materials scientists, chemists, and engineers interested in the methods of materials informatics.\u003cbr\u003e\u003c\/p\u003e","brand":"Wiley-VCH","offers":[{"title":"Hardcover","offer_id":45200947740823,"sku":"9783527341214","price":11149.0,"currency_code":"INR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0666\/3471\/1191\/files\/9783527341214.webp?v=1767916236","url":"https:\/\/atlanticbooks.com\/products\/materials-informatics-methods-tools-and-applications-9783527341214","provider":"Atlantic Books","version":"1.0","type":"link"}