The forefront of material development such as batteries, semiconductors, polymers, and pharmaceuticals! What do data science technologies like AI and machine learning bring to materials and substance research?
★A must-read book brought to you by a team of writers active at the forefront of various companies, universities, and research and development organizations!★ Key Points of This Book ◎ How is this different from previous material exploration? What can be done? How can it be done? It covers a wealth of perspectives and specific examples, providing hints for utilization! ◎ Machine learning, Bayesian optimization, sparse modeling, first-principles calculations, and simulation technologies, etc. A solid understanding of the foundational knowledge of data science and computational chemistry. ◎ What are the methods for selecting descriptors? What various screening techniques are available? What types of databases exist? It broadly covers specific content on utilizing data science in material development. ◎ What is the current state of research progress both domestically and internationally? It includes the latest trends essential for future material development research. It also touches on business developments such as patent strategies that have not been previously addressed! Let’s grasp the new trends firmly! ◎ A wide range of application examples from the promising lithium-ion battery materials to semiconductors, electronic components, polymers, biomaterials, pharmaceuticals, and the exploration of both organic and inorganic materials.
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Publication: Late March 2018 Price: 54,000 yen + tax Format: B5 size, approximately 220 pages ISBN: 978-4-86502-147-9 ★List of Authors' Affiliations (Honorifics omitted, in no particular order) A list of authors with names is currently available on the Information Organization's website! ● National Institute for Materials Science ● Japan Science and Technology Agency ● RIKEN ● National Institute of Advanced Industrial Science and Technology ● The University of Tokyo ● Nagoya University ● Tokyo Institute of Technology ● Osaka University ● Nagoya Institute of Technology ● Tosoh Corporation ● Rigaku Corporation ● Fujifilm Corporation ● NEC Corporation ● Hitachi, Ltd. ● Toray Industries, Inc. ● Inventia Tokyo Office
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★Table of Contents Detailed table of contents available on the Information Organization HP! Chapter 1: Movements Surrounding Materials Informatics ⇒ Domestic and international policy trends, research and development trends, data platforms, corporate trends, etc. Chapter 2: Elements of Materials Informatics ⇒ Machine learning, first-principles calculations, etc. Chapter 3: Materials and Informatics ⇒ Simulation of materials, measurement of physical properties, exploration of new materials and informatics Chapter 4: Practical Operation Points ⇒ Details of various methods of materials informatics and patent strategies Chapter 5: Case Studies and Proposals for the Application of Materials Informatics ⇒ Application examples for semiconductors (compounds, organic), lithium battery materials, thermoelectric materials, electronic components, polymer materials, biomaterials, pharmaceuticals, etc.
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The information organization aims to contribute to the development of the industry through technical seminars on chemistry, pharmaceuticals, electronics, machinery, environment, cosmetics, food, etc., as well as the publication of technical books, correspondence courses, and DVDs that record seminars.