Progress in nanoinformatics and informational materials science

Data-centric approaches have become increasingly popular in materials science, also known as informational materials science. Nanostructures often play essential roles in materials properties. Nanoinformatics is an important subset of informational materials science and a powerful tool for character...

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Bibliographic Details
Published in:MRS bulletin 2018-09, Vol.43 (9), p.690-695
Main Authors: Seko, Atsuto, Toyoura, Kazuaki, Muto, Shunsuke, Mizoguchi, Teruyasu, Broderick, Scott
Format: Article
Language:English
Subjects:
Applied and Technical Physics
Catalysis
Characterization and Evaluation of Materials
Construction materials
Data analysis
Data-Centric Science for Materials Innovation
Energy
Energy Materials
Hyperspectral imaging
Inorganic compounds
Material properties
Materials Engineering
Materials information
Materials Science
Microscopy
Nanostructure
Nanotechnology
Performance evaluation
Physical properties
Recommender systems
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Summary:Data-centric approaches have become increasingly popular in materials science, also known as informational materials science. Nanostructures often play essential roles in materials properties. Nanoinformatics is an important subset of informational materials science and a powerful tool for characterization and design of nanostructures. It allows discovery of meaningful and useful information and patterns from experimental and theoretical data and databases. This article reviews progress in nanoinformatics and informational materials science. Data-centric approaches for materials property description, construction of interatomic potentials, discovery of new inorganic compounds, efficient characterization of ionic transport and interfacial structures, hyperspectral image data analysis, and design of catalytic nanoparticles are outlined.
ISSN:0883-7694
1938-1425
DOI:10.1557/mrs.2018.206