Guo Jia 郭佳

Researcher Number	50868081
Other IDs
Affiliation (Current)	2025: 京都大学, 農学研究科, 准教授
Affiliation (based on the past Project Information) *help	2022 – 2024: 京都大学, 農学研究科, 准教授 2020 – 2022: 東北大学, 災害科学国際研究所, 助教
Review Section/Research Field	Principal Investigator Basic Section 22020:Structure engineering and earthquake engineering-related / Basic Section 23010:Building structures and materials-related Except Principal Investigator Medium-sized Section 23:Architecture, building engineering, and related fields / Basic Section 23010:Building structures and materials-related / Basic Section 22020:Structure engineering and earthquake engineering-related
Keywords	Principal Investigator agent model / evolutionary algorithm / extreme temperature / 復元力時刻歴推定 / 構造ヘルスモニタリング / Bayesian estimation / Identify hysteresis / Data-driven approach / Linear multistep method / Force reconstruction … More / Deep neural network / Deep learning / Unsupervised learning / Force identification / Autoencoder / Kalman filter / 履歴特性 / ニューラルネットワーク / オートエンコーダー / 深層学習 / カルマンフィルタ / 復元力 … More Except Principal Investigator 黒鉛潤滑 / 免震効果 / 直置き型構造物 / 深層学習 / 非構造部材 / 画像解析 / モニタリング / フラジリティ / 確定的評価 / 確率論的評価 / 修復費用 / AI Detection / 画像モニタリング / 振動実験 / 時刻歴応答 / 非線型 / 構造モニタリング / 加振実験 / 減衰 / 剛性 / 時刻歴波形 / ジャイロセンサ / 動特性 / 時刻歴データ / 逆解析 / 魚骨モデル / 国際展開 / リアルタイムサブストラクチャ実験 / 免震構造物 / 変位抑制 / 振動台 / 逆伝達関数 / すべり変位抑制 / 上部構造物の応答 / スティックスリップ現象 / 接触 / ストッパー / 残留すべり変位抑制 / 安定性 / 緩衝ストッパー / NSBC / 振動台実験 / 地震応答推定 / クッションストッパー / 残留滑り変位抑制 / 非線形制御 / 社会実装 / 学校 / 途上国 / 簡易滑り免震 / 組積造 / 耐震性 / 施工性 / 小学校 / 滑り免震 / 石積組積造 Less

Comprehensive seismic evaluation of free-standing structures for Japan and other high seismic-risk countries along with developments of innovative experimental techniques
- Principal Investigator
  
  榎田竜太
- Project Period (FY)
  2024 – 2027
- Research Category
  
  Grant-in-Aid for Scientific Research (A)
- Review Section
  
  Medium-sized Section 23:Architecture, building engineering, and related fields
- Research Institution
  Tohoku University
Practical Research on Fragility Updating by Hybrid Monitoring System
- Principal Investigator
  
  高橋典之
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for Challenging Research (Pioneering)
- Review Section
  
  Medium-sized Section 23:Architecture, building engineering, and related fields
- Research Institution
  Tohoku University
Computational Intelligence based crack modeling and inspection under extreme temperatures variationsPrincipal Investigator
- Principal Investigator
  
  郭佳
- Project Period (FY)
  2023 – 2025
- Research Category
  
  Grant-in-Aid for JSPS Fellows
- Review Section
  
  Basic Section 22020:Structure engineering and earthquake engineering-related
- Research Institution
  Kyoto University
Real-time hysteresis identification in controlled structures based on restoring force reconstruction and Kalman filterPrincipal Investigator
- Principal Investigator
  
  Guo Jia
- Project Period (FY)
  2021 – 2023
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 23010:Building structures and materials-related
- Research Institution
  Kyoto University
  Tohoku University
Development of a seismic response inverse method based on fish-bone model to estimate damage and physical parameters in buildings
- Principal Investigator
  
  梶原浩一
- Project Period (FY)
  2021 – 2024
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 23010:Building structures and materials-related
- Research Institution
  National Research Institute for Earth Science and Disaster Prevention
Development and implementation of a sliding isolation system for earthquake resistant masonry constructions in developing countries
- Principal Investigator
  
  桝井健
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Fund for the Promotion of Joint International Research (Fostering Joint International Research (B))
- Review Section
  
  Medium-sized Section 23:Architecture, building engineering, and related fields
- Research Institution
  Kansai University
High-performance control of nonlinear shaking table tests performed for examinations of displacement suppression of seismic isolation buildings
- Principal Investigator
  
  Enokida Ryuta
- Project Period (FY)
  2020 – 2022
- Research Category
  
  Grant-in-Aid for Scientific Research (B)
- Review Section
  
  Basic Section 22020:Structure engineering and earthquake engineering-related
- Research Institution
  Tohoku University

All 2023 2022 2021

All Journal Article Presentation

[Journal Article] Combination of physics-based and data-driven modeling for nonlinear structural seismic response prediction through deep residual learning2023
- Author(s)
  Guo J, Enokida R, Li D, Ikago K.
- Journal Title
  
  Earthquake Engineering & Structural Dynamics
  
  Volume: - Issue: 8 Pages: 2429-2451
- DOI
  10.1002/eqe.3863
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14284
[Journal Article] Nonlinear signal‐based control for shake table experiments with sliding masses2023
- Author(s)
  Enokida Ryuta、Ikago Kohju、Guo Jia、Kajiwara Koichi
- Journal Title
  
  Earthquake Engineering & Structural Dynamics
  
  Volume: 6 Issue: 6 Pages: 1908-1931
- DOI
  10.1002/eqe.3852
- Peer Reviewed / Open Access
- Data Source
  KAKENHI-PROJECT-20H02228
[Journal Article] Data-driven modeling of general damping systems by k-means clustering and two-stage regression2022
- Author(s)
  Guo Jia、Wang Li、Fukuda Iori、Ikago Kohju
- Journal Title
  
  Mechanical Systems and Signal Processing
  
  Volume: 167 Pages: 108572-108572
- DOI
  10.1016/j.ymssp.2021.108572
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14284
[Journal Article] Real-time hysteresis identification in structures based on restoring force reconstruction and Kalman filter2021
- Author(s)
  Wang Li、Guo Jia、Takewaki Izuru
- Journal Title
  
  Mechanical Systems and Signal Processing
  
  Volume: 150 Pages: 107297-107297
- DOI
  10.1016/j.ymssp.2020.107297
- Peer Reviewed / Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14284
[Presentation] Combination of physics-based and data-driven modeling for nonlinear structural seismic response prediction2022
- Author(s)
  Jia GUO
- Organizer
  The 15th World Congress on Computational Mechanics & the 8th Asian Pacific Congress on Computational Mechanics
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-21K14284
[Presentation] 物理シミュレーションと人工知能を融合した構造物の非線形地震応答推定手法2022
- Author(s)
  郭佳
- Organizer
  第66回理論応用力学講演会
- Data Source
  KAKENHI-PROJECT-21K14284
[Presentation] Combination of physics-based and data-driven modeling for nonlinear structural seismic response prediction2022
- Author(s)
  郭佳
- Organizer
  第27回計算工学講演会
- Data Source
  KAKENHI-PROJECT-21K14284

1. Enokida Ryuta (20788624)

# of Collaborated Projects: 5 results

# of Collaborated Products: 1 results
2. 梶原浩一 (10450256)

# of Collaborated Projects: 4 results

# of Collaborated Products: 1 results
3. 五十子幸樹 (20521983)

# of Collaborated Projects: 4 results

# of Collaborated Products: 1 results
4. 池永昌容 (50552402)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
5. 藤原淳 (80817049)

# of Collaborated Projects: 2 results

# of Collaborated Products: 0 results
6. 桝井健 (60263109)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
7. 李相勲 (20377807)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
8. Sanjay PAREEK (20287593)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
9. 荒木慶一 (50324653)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
10. 高木次郎 (90512880)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
11. 鈴木裕介 (90635400)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
12. 西川英佑 (60964806)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
13. 青木崇 (20870017)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
14. 岸田明子 (10599468)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
15. 高橋典之 (60401270)

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results
16. DING ZHENGHAO

# of Collaborated Projects: 1 results

# of Collaborated Products: 0 results

Guo Jia 郭 佳

Research Projects

Research Products

Co-Researchers

Comprehensive seismic evaluation of free-standing structures for Japan and other high seismic-risk countries along with developments of innovative experimental techniques

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Practical Research on Fragility Updating by Hybrid Monitoring System

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Computational Intelligence based crack modeling and inspection under extreme temperatures variationsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Real-time hysteresis identification in controlled structures based on restoring force reconstruction and Kalman filterPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of a seismic response inverse method based on fish-bone model to estimate damage and physical parameters in buildings

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development and implementation of a sliding isolation system for earthquake resistant masonry constructions in developing countries

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

High-performance control of nonlinear shaking table tests performed for examinations of displacement suppression of seismic isolation buildings

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Combination of physics-based and data-driven modeling for nonlinear structural seismic response prediction through deep residual learning2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Nonlinear signal‐based control for shake table experiments with sliding masses2023

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Data-driven modeling of general damping systems by k-means clustering and two-stage regression2022

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Real-time hysteresis identification in structures based on restoring force reconstruction and Kalman filter2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] Combination of physics-based and data-driven modeling for nonlinear structural seismic response prediction2022

Author(s)

Organizer

Data Source

[Presentation] 物理シミュレーションと人工知能を融合した構造物の非線形地震応答推定手法2022

Author(s)

Organizer

Data Source

[Presentation] Combination of physics-based and data-driven modeling for nonlinear structural seismic response prediction2022

Author(s)

Organizer

Data Source

Guo Jia 郭佳