# [Research Highlights Vol. 92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric Performance of Materials

https://mdr.nims.go.jp/datasets/621964e4-1f3c-42b5-b446-3f9c6d539f3e

## File

- [[vol.92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric Performance of Materials_MANA.pdf](https://mdr.nims.go.jp/filesets/7288a8de-2f45-4e3a-9d42-38d56a82b2be/download) ([Detail](https://mdr.nims.go.jp/filesets/7288a8de-2f45-4e3a-9d42-38d56a82b2be.md))

## Id

621964e4-1f3c-42b5-b446-3f9c6d539f3e

## Local identifier

identifier: b2f571bc-c56e-4d8d-bac4-0eaf09fbb157/RH92

## Visibility

open_to_public

## State

published

## Created at

2025-01-28T01:23:53.854545Z

## Updated at

2025-02-13T06:42:03.012116Z

## Published at

2025-02-13T06:42:04.945255Z

## Doi

https://doi.org/10.48505/nims.5302

## First published url

https://www.nims.go.jp/mana/research/highlights/vol92.html

## Date published

2025-01-20

## Recorded date published



## Resource type

magazine

## Manuscript type

vor

## Collection

- id: e1c8d7be-5bbc-4156-96cf-4c0efce6b473
  identifier: https://mdr.nims.go.jp/pid/e1c8d7be-5bbc-4156-96cf-4c0efce6b473
  title: Research Highlights

## Title

- title: "[Research Highlights Vol. 92]MANA Scientists Employ Active Machine Learning
    to Enhance Thermoelectric Performance of Materials"
  title_type: original
  lang: en
- title: 能動学習の導入による高性能熱電材料開発の加速
  title_type: alternative
  lang: ja

## Description

- description: Scientists from the Research Center for Materials Nanoarchitectonics
    (MANA) have integrated machine learning with traditional materials science to
    expedite the discovery of kesterite-type thermoelectric materials, paving the
    way for efficient energy conversion technologies.
  description_type: abstract
  lang: en

## Creator

- name: International Center for Materials Nanoarchitectonics (WPI-MANA)
  role: author
  organization: National Institute for Materials Science
  ror: https://ror.org/026v1ze26

## Contact agent



## Publisher

organization: National Institute for Materials Science
ror: https://ror.org/026v1ze26

## Managing organization



## Keyword

- subject: Kesterite
  schema: not_defined
- subject: Thermoelectric Properties
  schema: not_defined
- subject: Machine Learning
  schema: not_defined
- subject: Process Optimization
  schema: not_defined
- subject: Ceramics
  schema: not_defined

## Rights

- description: In Copyright
  identifier: http://rightsstatements.org/vocab/InC/1.0/

## Other identifier(s)



## Data origin

- data_origin_type: other

## Embargo



## Journal

- title: Research Highlights
  volume: '92'

## Conference



## Related item



## Funding



## Instrument



## Instrument operator



## Instrument managing organization



## Measurement method



## Specimen



## Chemical composition



## Structure for specimen



## Structural feature for specimen



## Specific property for specimen



## Process for specimen treatment



## Computational method



## Energy level/transition state



## Software



## Custom property



## Fileset

- id: 7288a8de-2f45-4e3a-9d42-38d56a82b2be
  filename: "[vol.92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric
    Performance of Materials_MANA.pdf"
  content_type: application/pdf
  size: 352079
  md5: 2fe35621a5a32f1e1c861bc4c34147a2

## Thumbnail

fileset_id: 7288a8de-2f45-4e3a-9d42-38d56a82b2be
filename: "[vol.92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric
  Performance of Materials_MANA.pdf"