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Science and Technology of Advanced Materials Volume 18, 2017 - Issue 1
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Machine learning reveals orbital interaction in materials

Tien Lam PhamJapan Advanced Institute of Science and Technology, Nomi, Japan.;Elements Strategy Initiative Center for Magnetic Materials, National Institute for Materials Science, Tsukuba, Japan.View further author information
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Hiori KinoElements Strategy Initiative Center for Magnetic Materials, National Institute for Materials Science, Tsukuba, Japan.;Center for Materials Research by Information Integration, Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba, Japan.View further author information
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Kiyoyuki TerakuraJapan Advanced Institute of Science and Technology, Nomi, Japan.;Center for Materials Research by Information Integration, Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba, Japan.View further author information
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Takashi MiyakeElements Strategy Initiative Center for Magnetic Materials, National Institute for Materials Science, Tsukuba, Japan.;Center for Materials Research by Information Integration, Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba, Japan.;Research Center for Computational Design of Advanced Functional Materials, National Institute of Advanced Industrial Science and Technology, Tsukuba, Japan.View further author information
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Koji TsudaCenter for Materials Research by Information Integration, Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba, Japan.;Department of Computational Biology and Medical Sciences, Graduate School of Frontier Sciences, University of Tokyo, Kashiwa, Japan.;RIKEN Center for Advanced Intelligence Project, Tokyo, Japan.View further author information
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Ichigaku TakigawaJST, PRESTO, Kawaguchi, Japan.;Graduate School of Information Science and Technology, Hokkaido University, Sapporo, Japan.View further author information
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Hieu Chi DamJapan Advanced Institute of Science and Technology, Nomi, Japan.;Center for Materials Research by Information Integration, Research and Services Division of Materials Data and Integrated System, National Institute for Materials Science, Tsukuba, Japan.;JST, PRESTO, Kawaguchi, Japan.Correspondence[email protected]
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Pages 756-765 | Received 30 Jun 2017, Accepted 07 Sep 2017, Published online: 26 Oct 2017

Related Research Data

Automatic steel labeling on certain microstructural constituents with image processing and machine learning tools
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Machine learning reveals orbital interaction in materials
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Machine learning reveals orbital interaction in materials
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