Technical Reference Book - Database Construction, Descriptor Design Methods, Model Creation -
Book Title: Collection of Material Development and Utilization through Materials Informatics ---------------------------- - Database Construction, Descriptor Design Methods, Model Creation - ★ No reliance on researchers' experiences, inspirations, or coincidences! Numerous successful examples of useful and efficient material development are introduced! ---------------------------- ■ Key Points of This Book ● What is Materials Informatics? What can it do? - Current initiatives in Japan and around the world - List of MI utilization examples from various companies - Securing and training data scientists ● Collection and Organization of Material Databases - Introduction of efficient and user-friendly databases - Bayesian estimation and inverse problems - How to choose and set descriptors - How to handle sparse and limited data - Considerations for good and bad quality data - High-speed and high-precision screening ● Utilization Examples in Various Fields - Challenges in realizing polymer MI - Catalytic informatics - Measurement informatics - Additive exploration and composition optimization - Exploration of unknown materials using metals and inorganic materials - Applications in batteries and thermoelectric materials
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■Table of Contents (Excerpt) Chapter 1: Possibilities and Challenges in Research and Development Chapter 2: Characteristics and Processing Technologies of Used Databases Chapter 3: Data Processing Technologies Chapter 4: Development of New Inorganic Materials Chapter 5: Case Studies on Polymers, Rubber Materials, and Other Organic Materials Chapter 6: Application Examples in Catalyst Development Chapter 7: Application Developments in Lithium Secondary Batteries and Solar Cells Chapter 8: Data-Driven Chemistry for Synthetic Route and Process Design Chapter 9: Database Construction and Utilization Techniques in Measurement Informatics Chapter 10: Bioinformatics and Toxicity Evaluation －－－－－－－－－－－－－－－－－－－－－－－－－－ ●Publication Date: January 31, 2019 ●Authors: 60 ●Format: A4 Size, 463 Pages Hardcover Edition: Price: 88,000 yen (tax included) ISBN: 978-4-86104-732-9 ↓↓ The hardcover edition is out of print ↓↓ On-Demand Edition Available Price: 44,000 yen (tax included) ISBN: 978-4-86104-847-0 After receiving your order, we will perform simple printing and binding. －－－－－－－－－－－－－－－－－－－－－－－－－－
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The Technical Information Association works to shape information for engineers and researchers. We research what kind of information engineers and researchers active in fields such as "research and development," "materials," "electronics," and "pharmaceuticals/medical devices" need, and create products such as seminars, books, and distance learning courses!