Ontology and mining, automatic control of measurement and experimental devices.
The full picture of "data-driven materials development" that accelerates materials informatics and innovates the experimental process! From ontology for materials exploration, extraction of literature information, measurement informatics to automatic control of experimental devices! The latest data-driven materials exploration, including new catalysts and battery materials.
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basic information
"Data-Driven Material Development: Ontology and Mining, Automated Control of Measurement and Experimental Devices" ■Format: B5 size, 290 pages ■Price: 52,000 yen + tax ■Supervised by: Kimito Funatsu ■Published by: NTS Introduction: Data-Driven Chemistry Transforming 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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List price: 52,000 yen + tax
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P2
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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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NTS selects reliable information from the overwhelming amount of information through seminars, publications, and literature information activities, and conveys it to the next generation. From abundance to certainty—that is the philosophy of NTS's activities.
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