{"product_id":"materials-informatics-olexandr-isayev-9783527341214","title":"Materials Informatics: Methods, Tools, and Applications","description":"Provides everything readers need to know for applying the power of informatics to materials science \u003cp\u003e\u003c\/p\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. \u003cp\u003e\u003c\/p\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. \u003cp\u003e\u003c\/p\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 \u003cp\u003e\u003c\/p\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\u003cbr\u003e\u003cbr\u003e\u003cb\u003eAuthor:\u003c\/b\u003e Olexandr Isayev\u003cbr\u003e\u003cb\u003eISBN-10:\u003c\/b\u003e 3527341218\u003cbr\u003e\u003cb\u003eISBN-13:\u003c\/b\u003e 9783527341214\u003cbr\u003e\u003cb\u003ePublisher:\u003c\/b\u003e Wiley-Vch\u003cbr\u003e\u003cb\u003eLanguage:\u003c\/b\u003e English\u003cbr\u003e\u003cb\u003ePublished:\u003c\/b\u003e 12\/04\/2019\u003cbr\u003e\u003cb\u003ePages:\u003c\/b\u003e 304\u003cbr\u003e\u003cb\u003eFormat:\u003c\/b\u003e Hardcover\u003cbr\u003e\u003cb\u003eWeight:\u003c\/b\u003e 1.63lbs\u003cbr\u003e\u003cb\u003eSize:\u003c\/b\u003e 9.80h x 6.90w x 0.70d\u003cbr\u003e\u003cp\u003e\u003cb\u003eAbout the Author\u003c\/b\u003e\u003cbr\u003e\u003c\/p\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\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\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","brand":"Olexandr Isayev","offers":[{"title":"Hardcover","offer_id":44125987700991,"sku":"9783527341214","price":125.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0662\/2982\/9887\/files\/img_61eb2de4-d8c2-45a5-911f-5c1eafbc251d.jpg?v=1687445668","url":"https:\/\/www.whiterainbookhouse.com\/products\/materials-informatics-olexandr-isayev-9783527341214","provider":"WR Book House","version":"1.0","type":"link"}