Information Science for Materials Discovery and Design
This book deals with an information-driven approach to plan materials discovery and design, iterative learning. The authors present contrasting but complementary approaches, such as those based on high throughput calculations, combinatorial experiments or
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Turab Lookman Francis Alexander Krishna Rajan Editors
Information Science for Materials Discovery and Design
Springer Series in Materials Science Volume 225
Series editors Robert Hull, Charlottesville, USA Chennupati Jagadish, Canberra, Australia Richard M. Osgood, New York, USA Jürgen Parisi, Oldenburg, Germany Tae-Yeon Seong, Seoul, Korea, Republic of (South Korea) Shin-ichi Uchida, Tokyo, Japan Zhiming M. Wang, Chengdu, China
The Springer Series in Materials Science covers the complete spectrum of materials physics, including fundamental principles, physical properties, materials theory and design. Recognizing the increasing importance of materials science in future device technologies, the book titles in this series reflect the state-of-the-art in understanding and controlling the structure and properties of all important classes of materials.
More information about this series at http://www.springer.com/series/856
Turab Lookman Francis J. Alexander Krishna Rajan •
Editors
Information Science for Materials Discovery and Design
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Editors Turab Lookman Theoretical Division Los Alamos National Laboratory Los Alamos, NM USA Francis J. Alexander Computer and Computational Sciences Division Los Alamos National Laboratory Los Alamos, NM USA
Krishna Rajan Department of Materials Design and Innovation University at Buffalo—The State University of New York Buffalo, NY USA
ISSN 0933-033X ISSN 2196-2812 (electronic) Springer Series in Materials Science ISBN 978-3-319-23870-8 ISBN 978-3-319-23871-5 (eBook) DOI 10.1007/978-3-319-23871-5 Library of Congress Control Number: 2015952059 Springer Cham Heidelberg New York Dordrecht London © Springer International Publishing Switzerland 2016 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be true and accurate at the date of publication. Neither the publisher nor the authors or the editors give a warranty, express or implied, with respect to the material contained herein or for any errors or omissions that may have been made. Printed on acid-free paper Springer International Publishing AG Switzerland is part of Springer Science+Business Media (www.springer.com)
Preface
Accelerating materials discovery has been the theme of a number reports from the Department o
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