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

International Center for Materials Nanoarchitectonics (WPI-MANA) (National Institute for Materials ScienceROR)

[vol.92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric Performance of Materials_MANA.pdf
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Research Highlights

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International Center for Materials Nanoarchitectonics (WPI-MANA). [Research Highlights Vol. 92]MANA Scientists Employ Active Machine Learning to Enhance Thermoelectric Performance of Materials. https://doi.org/10.48505/nims.5302

Alternative title: 能動学習の導入による高性能熱電材料開発の加速

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(abstract)

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.

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Keyword: Kesterite, Thermoelectric Properties, Machine Learning, Process Optimization, Ceramics

Date published: 2025-01-20

Publisher: National Institute for Materials Science

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  • Research Highlights vol. 92

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Manuscript type: Publisher's version (Version of record)

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

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

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Updated at: 2025-02-13 15:42:03 +0900

Published on MDR: 2025-02-13 15:42:04 +0900

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