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Mathematical platform for creating the emulator-based design science as the foundation of next-generation manufacturing technology

Research Project

Project/Area Number 15K11999
Research Category

Grant-in-Aid for Challenging Exploratory Research

Allocation TypeMulti-year Fund
Research Field Statistical science
Research InstitutionThe Institute of Statistical Mathematics

Principal Investigator

HIGUCHI Tomoyuki  統計数理研究所, -, 所長 (70202273)

Project Period (FY) 2015-04-01 – 2017-03-31
Project Status Completed (Fiscal Year 2016)
Budget Amount *help
¥3,510,000 (Direct Cost: ¥2,700,000、Indirect Cost: ¥810,000)
Fiscal Year 2016: ¥2,470,000 (Direct Cost: ¥1,900,000、Indirect Cost: ¥570,000)
Fiscal Year 2015: ¥1,040,000 (Direct Cost: ¥800,000、Indirect Cost: ¥240,000)
Keywords統計的品質管理 / シミュレーション
Outline of Final Research Achievements

In this research, we will establish the mathematical platform to create emulator-based design studies, which combine and integrate data science, simulation science, and sensor technology according to data assimilation concept as basic guideline for research promotion. By actively using the emulator, it is possible to realize next-generation manufacturing technology that accelerates product design and development speed and effective discovery of new materials, and social infrastructure maintenance measures with high economic efficiency and security guarantee.

Report

(3 results)
  • 2016 Annual Research Report   Final Research Report ( PDF )
  • 2015 Research-status Report
  • Research Products

    (14 results)

All 2017 2016 2015 Other

All Journal Article (2 results) (of which Open Access: 2 results) Presentation (9 results) (of which Int'l Joint Research: 1 results,  Invited: 3 results) Remarks (3 results)

  • [Journal Article] Scientific senses and skills necessary for promoting the data-driven science and technology : Stochastic modeling, Statistical thinking, and Inverse analysis2016

    • Author(s)
      樋口知之
    • Journal Title

      Journal of Information Processing and Management

      Volume: 59 Issue: 1 Pages: 53-56

    • DOI

      10.1241/johokanri.59.53

    • NAID

      130005140731

    • ISSN
      0021-7298, 1347-1597
    • Related Report
      2016 Annual Research Report
    • Open Access
  • [Journal Article] Citizen Science: Mutual surveillance or co-evolution?2016

    • Author(s)
      樋口知之
    • Journal Title

      Journal of Information Processing and Management

      Volume: 59 Issue: 9 Pages: 629-635

    • DOI

      10.1241/johokanri.59.629

    • NAID

      130005170323

    • ISSN
      0021-7298, 1347-1597
    • Related Report
      2016 Annual Research Report
    • Open Access
  • [Presentation] ISM's next challenge for big data and AI2017

    • Author(s)
      Tomoyuki Higuchi
    • Organizer
      ISM-ZIB-IMI Joint Workshop on Optimization and Data-intensive High Performance Computing
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Related Report
      2016 Annual Research Report
    • Int'l Joint Research
  • [Presentation] シミュレーションとデータ解析の融合計算の基礎2016

    • Author(s)
      樋口知之
    • Organizer
      第1回 MI^2Iチュートリアルセミナー
    • Place of Presentation
      科学技術振興機構東京本部(東京都千代田区)
    • Year and Date
      2016-03-29
    • Related Report
      2015 Research-status Report
  • [Presentation] 簡便エミュレーションによる実験計画のスマート化2016

    • Author(s)
      樋口知之
    • Organizer
      数学協働プログラム -MI^2 (情報統合型物質・材料開発) と数学連携による新展開-
    • Place of Presentation
      科学技術振興機構東京本部(東京都千代田区)
    • Year and Date
      2016-02-26
    • Related Report
      2015 Research-status Report
  • [Presentation] ビッグデータ、人工知能、そしてセレンディピティ2016

    • Author(s)
      樋口知之
    • Organizer
      第81回形の科学シンポジウム「量子科学とかたち」
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 事業構想とITソリューション(基礎)2016

    • Author(s)
      樋口知之
    • Organizer
      事業構想大学院大学事業構想研究科講義
    • Place of Presentation
      事業構想大学院大学(東京都港区)
    • Related Report
      2016 Annual Research Report
  • [Presentation] モノづくりのスマート化の基盤と駆動力:ビッグデータと機械学習2016

    • Author(s)
      樋口知之
    • Organizer
      JOEM Workshop'16「ビッグデータ・人工知能時代の機能性材料開発とは?」
    • Place of Presentation
      東京理科大学森戸記念館(東京都新宿区)
    • Related Report
      2016 Annual Research Report
    • Invited
  • [Presentation] 簡便エミュレーションによる実験計画の高度化2015

    • Author(s)
      樋口知之
    • Organizer
      第1回設計に活かすデータ同化研究会
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Year and Date
      2015-07-10
    • Related Report
      2015 Research-status Report
    • Invited
  • [Presentation] シミュレーションとエミュレーション:データ同化を超えて2015

    • Author(s)
      樋口知之
    • Organizer
      ものづくり企業に役立つ応用数理手法の研究会  第6回技術セミナー
    • Place of Presentation
      統計数理研究所(東京都立川市)
    • Year and Date
      2015-06-18
    • Related Report
      2015 Research-status Report
  • [Presentation] システム科学技術に期待するもの2015

    • Author(s)
      樋口知之
    • Organizer
      第10回システム科学技術研究推進会議
    • Place of Presentation
      科学技術振興機構研究開発戦略センター(東京都千代田区)
    • Year and Date
      2015-05-29
    • Related Report
      2015 Research-status Report
  • [Remarks] 統計数理研究所

    • URL

      http://www.ism.ac.jp/

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
  • [Remarks] 樋口知之ホームページ

    • URL

      http://www.ism.ac.jp/~higuchi/

    • Related Report
      2016 Annual Research Report 2015 Research-status Report
  • [Remarks] researchmap

    • URL

      http://researchmap.jp/matrix

    • Related Report
      2016 Annual Research Report 2015 Research-status Report

URL: 

Published: 2015-04-16   Modified: 2018-03-22  

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