# 材料研究を加速するデータ駆動手法：プロセス最適化、最小の実験数で全体を掴む(<特集>マテリアル分野におけるデータ駆動研究の進展)

https://mdr.nims.go.jp/datasets/a1b1573f-1868-40d4-9ae0-ad3b56759b1c

## File

- [著者版.pdf](https://mdr.nims.go.jp/filesets/2cc231b8-aad7-41b7-8a5b-b9e722586131/download) ([Detail](https://mdr.nims.go.jp/filesets/2cc231b8-aad7-41b7-8a5b-b9e722586131.md))

## Id

a1b1573f-1868-40d4-9ae0-ad3b56759b1c

## Local identifier



## Visibility

open_to_public

## State

published

## Created at

2025-06-01T05:51:47.471294Z

## Updated at

2025-06-02T07:30:10.456422Z

## Published at

2025-06-02T07:25:58.317441Z

## Doi

https://doi.org/10.48505/nims.5511

## First published url

https://doi.org/10.1299/jsmemag.128.1277_23

## Date published

2025-04-05

## Recorded date published

2025

## Resource type

journal_article

## Manuscript type

accepted_manuscript

## Collection



## Title

- title: 材料研究を加速するデータ駆動手法：プロセス最適化、最小の実験数で全体を掴む(<特集>マテリアル分野におけるデータ駆動研究の進展)
  title_type: original
  lang: en

## Description

- description: 本稿では，研究ニーズに依存したいくつかのブラックボックス最適化手法および，それらを同じプラットフォームで利用できるように整備した自律駆動型材料研究を支援するためのミドルウェアNIMOを紹介する．
  description_type: abstract
  lang: und

## Creator

- name: 田村 亮
  role: author
  orcid: https://orcid.org/0000-0002-0349-358X

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## Publisher

organization: Japan Society of Mechanical Engineers

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## Keyword

- subject: データ駆動手法
  schema: not_defined
- subject: プロセス最適化
  schema: not_defined

## Rights

- identifier: http://rightsstatements.org/vocab/InC/1.0/

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## Data origin

- data_origin_type: other

## Embargo



## Journal

- title: Journal of the Society of Mechanical Engineers
  issn: '24242675'
  volume: '128'
  issue: '1277'
  start_page: 23
  end_page: 26

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## Fileset

- id: 2cc231b8-aad7-41b7-8a5b-b9e722586131
  filename: 著者版.pdf
  content_type: application/pdf
  size: 866466
  md5: 1da79e8ee88bcadc9a4541330d602497

## Thumbnail

fileset_id: 2cc231b8-aad7-41b7-8a5b-b9e722586131
filename: 著者版.pdf