Data mining-aided materials discovery and optimization

Data mining-aided materials discovery and optimization

Recent developments in data mining-aided materials discovery and optimization are reviewed in this paper, and an introduction to the materials data mining (MDM) process is provided using case studies. Both qualitative and quantitative methods in machine learning can be adopted in the MDM process to...

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Bibliographic Details
Main Authors: Wencong Lu, Ruijuan Xiao, Jiong Yang, Hong Li, Wenqing Zhang
Format: Article
Language:English
Published: Elsevier 2017-09-01
Series:Journal of Materiomics
Subjects:
Data mining
Materials design
Co3O4 superstructures
Layered double hydroxide
Battery materials
Thermoelectric materials
Materials genome initiative
Online Access:http://www.sciencedirect.com/science/article/pii/S2352847817300618

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http://www.sciencedirect.com/science/article/pii/S2352847817300618

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