| Project/Area Number |
23KF0240
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| Research Category |
Grant-in-Aid for JSPS Fellows
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| Allocation Type | Multi-year Fund |
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| Section | 外国 |
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| Review Section |
Basic Section 22020:Structure engineering and earthquake engineering-related
|
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| Research Institution | Kyoto University |
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Principal Investigator |
郭 佳 京都大学, 農学研究科, 准教授 (50868081)
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| Co-Investigator(Kenkyū-buntansha) |
DING ZHENGHAO 京都大学, 農学研究科, 外国人特別研究員
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| Project Period (FY) |
2023-11-15 – 2026-03-31
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| Project Status |
Granted (Fiscal Year 2023)
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| Budget Amount *help |
¥2,000,000 (Direct Cost: ¥2,000,000)
Fiscal Year 2025: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2024: ¥900,000 (Direct Cost: ¥900,000)
Fiscal Year 2023: ¥200,000 (Direct Cost: ¥200,000)
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| Keywords | extreme temperature / evolutionary algorithm / agent model |
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| Outline of Research at the Start |
This project is to explore the fracture mechanism of the cracks for concrete structures under the extreme temperature variations. To this end, a refined crack model will be investigated, which can be used to describe a series of destructive process under the extreme environment, and a data-driven and reinforced learning-assisted evolutionary algorithm is proposed to quantify the crack for the concrete structures. The developed algorithm could balance the calculation efficiency and accuracy, which is expected to quicky identify cracks using limited vibration data.
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| Outline of Annual Research Achievements |
An evolutionary algorithm based on agent models and applied it to the modification of some finite element models of large structures have been successfully developed, which was reported by the Fellow. The algorithm obtained has relatively high computational efficiency and accuracy.
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| Current Status of Research Progress |
Current Status of Research Progress
2: Research has progressed on the whole more than it was originally planned.
Reason
これまでの研究を継続して実施している。
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| Strategy for Future Research Activity |
翌年度、受入研究者の変更を予定するが、研究計画とおりに進める方針である。
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