,The materials data ecosystem: Materials data science and its role in data-driven materials discover

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Since its launch in 2011,the Materials Genome Initiative (MGI) has drawn the attention of researchers from academia,govement,and industry worldwide.As one of the three tools of the MGI,the use of materials data,for the first time,has emerged as an extremely significant approach in materials discovery.Data science has been applied in different disciplines as an interdisciplinary field to extract knowledge from data.The concept of materials data science has been utilized to demonstrate its application in materials science.To explore its potential as an active research branch in the big data era,a three-tier system has been put forward to define the infrastructure for the classification,curation and knowledge extraction of materials data.
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