Nishio Mayuko

Affiliation
Institute of Systems and Information Engineering
Official title
Associate Professor
ORCID
0000-0003-1079-2577
KAKEN ID
00586795
URL
Research fields
Structural engineering/Earthquake engineering/Maintenance management engineering
Research keywords
Structural mechanics, Structural dynamics
Structural monitoring / sensing
Inverse analysis, Machine learning
Model V&V, Uncertainty quantification, Data assimilation
Maintenance, Seismic design/performance, Structural reliability
Research projects
コンピュータビジョンでのマルチレベル計測による既存橋梁のデータ同化性能解析2023-04 -- 2026-03西尾 真由子JSPS/科学研究費助成事業(学術研究助成基金助成金)基盤研究(B)18,850,000Yen
複雑多様なリスクに対応する知能化インフラの研究2021-04 -- 2028-03西尾真由子科学技術振興機構/創発的研究支援事業
不確定性感度に基づくデータ同化で構造状態の不確かさを低減する橋梁地震リスク解析2020-04 -- 2023-03Mayuko NishioJapan Society of for the Promotion of Science/Grant-in-Aid for Scientific Research (B)17,680,000Yen
多様な環境に適応しインフラ構築を革新する協働AIロボット2021-04 -- 2025-03永谷 圭司国立研究開発法人科学技術振興機構/ムーンショット型研究開発事業
Career history
2019-04 -- (current)University of TsukubaFaculty of Engineering, Information and SystemsAssociate professor
2011-04 -- 2019-03Yokohama National University大学院都市イノベーション研究院Associate professor
2010-04 -- 2011-03University of TokyoDepartment of Civil EngineeringResearch fellow
2009-06 -- 2010-03Los Alamos National LaboratoryVisiting scholar
2008-04 -- 2010-03Japan Society for the Promotion of ScienceResearch fellow
Academic background
2006-04 -- 2009-03The University of Tokyo Graduate school of Engineering Department of Aeronautics and Astronautics
2004-04 -- 2006-03The University of Tokyo Graduate school of Engineering Department of Civil Engineering
2000-04 -- 2004-03The University of Tokyo School of Engineering Department of Civil Engineering
Degree
2009-03Ph.D. (in Engineering)The University of Tokyo
Academic societies
2009-04 -- (current)JAPAN SOCIETY OF CIVIL ENGINEERS
2015-05 -- (current)IABSE
2015-07 -- (current)International Society for Structural Health Monitoring of Intelligent Infrastructure
2015-11 -- (current)日本鋼構造協会
2017-06 -- (current)Japan Society for Computational Engineering and Science (JSCES)
Honors & Awards
2022-12JSCE Intelligence, Informatics and Infrastructure Excellent Data Award
2020-05JSCE Research Paper Award
2015-05IABSE Outstanding Young Engineer Contribution Award
2009-03SPIE/ASME Student Best Paper Award
Articles
Books
  • 構造モニタリングの基礎知識:分析、ビッグデータとデータ科学
    西尾 真由子
    構造物のモニタリング技術/コロナ社, 2020-11
Conference, etc.
  • Capacity evaluation of existing bridges by integration of SHM data and numerical analysis
    Nishio Mayuko
    11th International Conference on Structural Health Monitoring of Intelligent Infrastructure (SHMII-11)/2022-08-08--2022-08-12
  • Gaussian Process Regression Surrogate Modeling with Transfer Learning for Low Computational Cost Structural Reliability Analysis
    Saida Taisei; Nishio Mayuko
    15th World Congress on Computational Mechanics & 8th Asian Pacific Congress on Computational Mechanics (WCCM-APCOM)/2022-07-31--2022-08-05
  • System fragility analysis of a geometrically complex bridge for seismic risk evaluation of existing highway bridge network
    Rashid Muhammad; Nishio Mayuko
    8th World Conference on Structural Control and Monitoring/2022-06-05--2022-06-08
  • 3次元点群データからの薄肉鋼構造部材のFEモデル構築に関する研究
    中溝 智也; 西尾 真由子
    第27回計算工学講演会/2022-06-01--2022-06-03
  • 転移学習ガウス過程回帰サロゲートモデルによる構造性能解析の計算負荷低減
    才田 大聖; 西尾 真由子
    第27回計算工学講演会/2022-06-01--2022-06-03
  • 物理偏微分方程式を考慮する機械学習PINN の地盤圧密解析への適用
    帷子 翔葵; 西尾 真由子; 宮本 崇; 全 邦釘
    第25回応用力学シンポジウム/2022-05-27--2022-05-28
Teaching
2023-04 -- 2023-08Advanced Laboratory of Environmental Development EngineeringUniversity of Tsukuba.
2023-10 -- 2024-02Seminar in Engineering Mechanics and Energy BUniversity of Tsukuba.
2023-10 -- 2024-02Research in Engineering Mechanics and Energy IIbUniversity of Tsukuba.
2023-10 -- 2024-02Seminar in Engineering Mechanics and Energy IIbUniversity of Tsukuba.
2023-04 -- 2023-08Advanced Laboratory of Energy EngineeringUniversity of Tsukuba.
2023-11 -- 2024-02Materials Engineering IIUniversity of Tsukuba.
2023-04 -- 2023-08Seminar in Engineering Mechanics and Energy IIaUniversity of Tsukuba.
2023-10 -- 2024-02Seminar in Engineering Mechanics and Energy IbUniversity of Tsukuba.
2023-10 -- 2024-02Research in Engineering Mechanics and Energy IbUniversity of Tsukuba.
2023-10 -- 2024-02Research in Engineering Mechanics and Energy BUniversity of Tsukuba.
more...
Professional activities
2023-03 -- (current)国土交通省新道路技術会議/委員
2021-05 -- (current)Journal of Civil Structural Health MonitoringAssociate Editor
2020-07 -- (current)国土交通省建設施工におけるパワーアシストスーツ導入に関するWG/有識者委員
2019-10 -- (current)Japan Society of Civil Engineers (JSCE)Applied Mechanics Committee
2017-12 -- (current)International Society for Structural Health Monitoring of Intelligent Infrastructure (ISHMII)Council member
2017-12 -- (current)首都高速道路株式会社保全技術に関する検討部会 鋼構造部会/委員
2016-12 -- 2023-03経済産業省産業構造審議会保安分科会電力安全小委員会 新エネルギー発電設備事故対応・構造強度WG/臨時委員

(Last updated: 2023-05-14)