A comprehensive collection of the actual material development from model building that enhances data-driven material exploration!
Latest trends such as new material exploration platforms and quantum beam evaluation experiments are also featured! There are plenty of development examples including crystal structures, electronic and battery materials, polymer materials, and superconducting substances!
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basic information
"Frontline Development Cases in Materials Informatics" ■Format: B5 size, 322 pages ■Price: 50,000 yen + tax ■Supervised by: Satoshi Ito ■Published by: NTS Part 1: Building Physical Property Prediction Models and Foundational Systems Chapter 1: Exploration of Machine Learning Methods Suitable for Materials Informatics Chapter 2: Fusion of Chemical Intuition and Computational Chemistry for the Individuality of Transition Metal Elements - A Case Study in Metal Nitrides Chapter 3: Development of a New Materials Discovery Platform Chapter 4: Data-Driven Models Enabling Visualization of Data and Direct Inverse Analysis of Models for Molecular Design, Material Design, Process Design, and Process Management Chapter 5: Fundamental Theory of Exploratory Analysis and Learning Scenario Construction Process and Demonstration Research of Support Environment Framework Part 2: Quantum Beam Experiments and Models Chapter 1: Efficiency Improvement of X-ray Spectral Measurements Using Adaptive Experimental Design Methods Chapter 2: Acceleration of Synchrotron Experiments in Powder Materials for Materials Informatics Chapter 3: Functional Estimation of Material Observation Images Part 3: Practical Aspects of Material Development Chapter 1: Practical Aspects of Material Development Chapter 2: Dielectric Materials Chapter 3: Polymer Materials Chapter 4: Magnetic Materials Chapter 5: Catalysts Chapter 6: Electronic and Battery Materials Chapter 7: Superconducting Materials
Price information
■List price: 50,000 yen + tax
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P2
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P2
Applications/Examples of results
Metamaterials Local plastic strain analysis Ferroelectric and dielectric materials Organic ferroelectrics Polymer composites Magnetic materials Spin thermoelectric materials Catalysts Wide bandgap p-type oxide semiconductors Lithium-ion batteries Superconducting materials
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NTS selects reliable information from the overwhelming amount of information through seminars, publications, and literature information activities, and passes it on to the next generation. From abundance to certainty—that is the philosophy of NTS's activities.