# Important Descriptors and Descriptor Groups of Curie Temperatures of Rare-earth Transition-metal Binary Alloys

https://mdr.nims.go.jp/datasets/81093914-76bf-4fab-b30e-1b0a7d1af4fb

## File

- [jpsj.87.113801 (1).pdf](https://mdr.nims.go.jp/filesets/188fcefe-ac90-4ace-8858-769ae5540356/download) ([Detail](https://mdr.nims.go.jp/filesets/188fcefe-ac90-4ace-8858-769ae5540356.md))

## Id

81093914-76bf-4fab-b30e-1b0a7d1af4fb

## Local identifier



## Visibility

open_to_public

## State

published

## Created at

2023-02-09T01:11:52.290001Z

## Updated at

2024-01-05T13:12:36.670168Z

## Published at

2023-02-10T01:22:25.896122Z

## Doi



## First published url

https://doi.org/10.7566/JPSJ.87.113801

## Date published

2018-11-15

## Recorded date published

2018-11-15

## Resource type

journal_article

## Manuscript type

vor

## Collection



## Title

- title: Important Descriptors and Descriptor Groups of Curie Temperatures of Rare-earth
    Transition-metal Binary Alloys
  title_type: original
  lang: en

## Description

- description: "We analyze Curie temperatures of rare-earth transition metal binary
    alloys with machine\r\nlearning method. In order to select important descriptors
    and descriptor groups, we intro-\r\nduce newly developed subgroup relevance analysis
    and adopt the hierarchical clustering in\r\nthe representation. We execute the
    exhaustive search and illustrate that our approach indeed\r\nleads to the successful
    selection of important descriptors and descriptor groups. It helps us\r\nto choose
    the combination of the descriptors and to understand the meaning of the selected\r\ncombination
    of descriptors."
  description_type: abstract
  lang: eng

## Creator

- name: Hieu Chi Dam
  role: author
  organization: National Institute for Materials Science
  ror: https://ror.org/026v1ze26
- name: Viet Cuong Nguyen
  role: author
- name: Tien Lam Pham
  role: author
- name: Anh Tuan Nguyen
  role: author
- name: Kiyoyuki Terakura
  role: author
- name: Takashi Miyake
  role: author
  orcid: https://orcid.org/0000-0003-2658-3470
  organization: National Institute for Materials Science
  ror: https://ror.org/026v1ze26
- name: Hiori Kino
  role: author
  orcid: https://orcid.org/0000-0002-8912-686X
  organization: National Institute for Materials Science
  ror: https://ror.org/026v1ze26

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## Keyword

- subject: descriptor importance
  schema: not_defined
- subject: subgroup relevance analysis
  schema: not_defined
- subject: exhaustive search
  schema: not_defined
- subject: hierarchical clustering
  schema: not_defined
- subject: binary rare-earth transition metal
  schema: not_defined
- subject: Curie temperature
  schema: not_defined

## Rights

- description: Creative Commons BY Attribution 4.0 International
  identifier: https://creativecommons.org/licenses/by/4.0/

## Other identifier(s)



## Data origin



## Embargo



## Journal

- title: JOURNAL OF THE PHYSICAL SOCIETY OF JAPAN
  issn: '00319015'
  volume: '87'
  issue: '11'
  start_page: 113801
  end_page: 113801

## Conference



## Related item



## Funding

- identifier: Materials Research by Information Integration” Initiative (MI2I) project
  funder_name: JST
- identifier: CDMSI
  funder_name: MEXT

## Instrument



## Instrument operator



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## Measurement method



## Specimen



## Chemical composition



## Structure for specimen



## Structural feature for specimen



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## Fileset

- id: 188fcefe-ac90-4ace-8858-769ae5540356
  filename: jpsj.87.113801 (1).pdf
  content_type: application/pdf
  size: 598147
  md5: d7c052a2315c78ba0c40386455ea4f26

## Thumbnail

fileset_id: 188fcefe-ac90-4ace-8858-769ae5540356
filename: jpsj.87.113801 (1).pdf