{"product_id":"9783527341214","title":"Materials Informatics Methods, Tools, and Applications","description":"\u003ch1\u003eMaterials Informatics\u003c\/h1\u003e\u003ch2\u003eMethods, Tools, and Applications\u003c\/h2\u003e\u003ch3\u003eOlexandr Isayev | Alexander Tropsha | Stefano Curtarolo\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Materials Science \/ General\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\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\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003e\u003ci\u003eOlexandr Isayev, PhD,\u003c\/i\u003e\u003c\/b\u003e\u003ci\u003e is Assistant Professor at UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill.\u003c\/i\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e\u003ci\u003eAlexander Tropsha, PhD,\u003c\/i\u003e\u003c\/b\u003e \u003ci\u003eis K.H. Lee Distinguished Professor and Associate Dean for Pharmacoinformatics and Data Science at the UNC Eshelman School of Pharmacy, University of North Carolina at Chapel Hill.\u003c\/i\u003e \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003e\u003ci\u003eStefano Curtarolo, PhD,\u003c\/i\u003e\u003c\/b\u003e \u003ci\u003eis Professor in Materials Science, Electrical Engineering, and Physics and Director of the Center for Materials Genomics at Duke University, North Carolina.\u003c\/i\u003e \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e11 December 2019\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley-VCH\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9783527341214\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e304\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e26.4\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44310626336908,"sku":"9783527341214","price":128.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9783527341214_b4d36eac-7ada-4ed6-9291-1d2628a391e7.jpg?v=1780617780","url":"https:\/\/lateknightbooks.com\/products\/9783527341214","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}