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ISBN978-4-86043-759-6

last updated:Nov 18, 2021

エヌ・ティー・エス
エヌ・ティー・エス
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Ontology and mining, automatic control of measurement and experimental devices.

The full picture of "data-driven material development" that accelerates materials informatics and innovates the experimental process! From ontology for material exploration, extraction of literature information, measurement informatics, to automatic control of experimental equipment! The latest data-driven material exploration for new catalysts and battery materials, etc.

    Other polymer materialsFine CeramicsTechnical and Reference Books
202101020_データ_表紙B5_トンボなし.jpg

Data-driven materials development

202101020_データ_表紙B5_トンボなし.jpg
202101020_データ_表紙B5_トンボなし.jpg
  • Related Link - http://www.nts-book.co.jp/item/detail/summary/kaga…

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"Data-Driven Material Development: Ontology and Mining, Automated Control of Measurement and Experimental Equipment" ■Format: B5 size, 290 pages ■Price: 52,000 yen + tax ■Supervised by: Kimito Funatsu ■Published by: NTS Introduction: Data-Driven Chemistry that Changes Research Methods Chapter 1: Development of Data-Driven Synthesis Pathways Chapter 2: Material Databases and Ontology Chapter 3: Knowledge Exploration in Material Design Chapter 4: Structure and Property Exploration and Machine Learning Chapter 5: Development of Novel Catalysts Chapter 6: Measurement Informatics Chapter 7: Automation in Experimental Chemistry Chapter 8: Development of High-Precision White-Box Machine Learning Methods Specialized for Material Development

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Applications/Examples of results

Materials Database Compound Database Polymer Material Design Material Design Natural Language Processing Technology Material Knowledge Exploration Ontology Machine Learning Deep Learning Inorganic Material Process Development Novel Catalyst Development Catalyst Informatics Measurement Informatics Nitride Semiconductors Semiconductor Devices Automation of Experiments Smart Lab Thin Film Material Development Material Sequencer Battery Materials, Magnetic Thermoelectric Materials

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Development, evaluation, and practical application of next-generation power semiconductors.

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Innovative AI Drug Discovery - The Future of Drug Research Brought by Medical Big Data and Artificial Intelligence

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