[Book] Materials Informatics (No. 1975BOD)
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 efforts 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 small and sparse data - Considerations for good/bad quality data - High-speed and high-precision screening ● Utilization examples in various fields - Challenges in realizing polymer MI - Catalyst informatics - Measurement informatics - Additive exploration and composition optimization - Exploration of unknown materials using metals and inorganic materials - Applications in batteries and thermoelectric materials
basic information
■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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1975BOD Materials Informatics
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