The materials data ecosystem: materials data science and its role in data-driven materials discovery
Since its launch in 2011, Materials Genome Initiative (MGI) has drawn the attention of researchers from across academia, government, and industry worldwide.As one of the three tools of MGI, the materials data, for the first time, emerged as an extremely significant approach in materials discovery. D...
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Main Authors | , , , , , , |
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Format | Journal Article |
Language | English |
Published |
29.08.2018
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Subjects | |
Online Access | Get full text |
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Summary: | Since its launch in 2011, Materials Genome Initiative (MGI) has drawn the
attention of researchers from across academia, government, and industry
worldwide.As one of the three tools of MGI, the materials data, for the first
time, 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 the data. The concept of materials data science was
utilized to demonstrate the data application in materials science. To explore
its potential as an active research branch in the big data age, a three-tier
system was put forward to define the infrastructure of data classification,
curation and knowledge extraction of materials data. |
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DOI: | 10.48550/arxiv.1809.00984 |