郭(かく)　佳(か)

京都大学 農学研究科

地域環境科学専攻

施設機能工学分野

准教授

学歴

• 2009年 7月 清華大学(中国)土木工学科卒業
• 2012年 7月 清華大学(中国)土木工学専攻修士課程修了
• 2016年10月 京都大学大学院工学研究科建築学専攻博士後期課程編入学
• 2019年 9月 京都大学大学院工学研究科建築学専攻博士後期課程修了

博士学位論文：構成則誤差最小化とスパース正則化を用いた構造物の損傷同定解(京都大学) [全文]

職歴

• 2012年 8月 中華人民共和国交通運輸部道路科学研究所研究員
• 2019年 10月 東北大学災害科学研究所助教
• 2022年 10月 京都大学地域環境科学専攻准教授

主な研究領域

• データ科学と地震工学が連動する研究
• IOTの活用による災害観測と即時予測
• スマートセンシング・モニタリング
• 農業土木学・地盤工学

京都大学ビジュアルブック「KyotoU Future Commons」を発行・公開しました (ページ28)。 ビジュアルブック動画「Creating our future together: ともに創る未来｜KyotoU Future Commons」 を動画ポータルサイト「KyotoU Channel」に掲載いたしました。

所属学会

• 日本建築学会、日本計算工学会、地盤工学会

担当科目

• 応用力学
• 構造解析学
• 環境地盤工学実験
• 施設機能工学演習
• Geo-Disaster Risk Reduction and Prevention (英語)

代表論文

• Teng T, Liu J, Lu Z, Guo J, Ikago K, Wang L, Yang D. Calibrating Vaiana–Rosati phenomenological model for generic symmetric/asymmetric hysteretic behaviors by enhanced response sensitivity analysis[J]. Mechanical Systems and Signal Processing, 2026, 253,114286. [paper] Free access to this work before June 14, 2026 by clicking here.

• Tang D, Usami H, Fujita S, Nomura R, Terada K, Ohno S, Guo J, Sakuraba M, Nojima K, Moriguchi, S. Rapid City‐Scale Earthquake Assessment by Combining Numerical Simulation and Sparse Sensing[J]. Earthquake Spectra, 2026, 42(2): e70052. [paper] Free access to this work by clicking here.

• Pan H, Jiang F, Guo J, Deng T, Fu J. Dynamic response reconstruction of high-rise buildings under hazards using a Pyramid-LSTM-Attention network[J]. Engineering Structures, 2026, 349: 121863. [paper]

• Pan H, Guo J, Enokida R, Ikago K. SIE: Structural identification encoders for self-supervised learning of nonlinear dynamic systems using computer vision with limited physical knowledge[J]. Engineering Structures, 2026, 348: 121796. [paper]

• Zheng Y, Lee C L, Guo J, Shen R, Sun F, Yang J, Calad AS. Improving EFDD with Neural Networks in Damping Identification for Structural Health Monitoring[J]. Sensors, 2025, 25(22): 6929. [paper] Free access to this work by clicking here.

• Zheng Y, Lee C L, Shen R, Guo J. Revisiting damping identification: Limitations and comparative evaluation under impulse, white noise, and seismic excitations[J]. Frontiers in Built Environment, 2025, 11: 1671758. [paper] Free access to this work by clicking here.

• Wen, W, Zhang C, Zhai C, Guo J, Hu J. A method for automatic monitoring structural earthquake response using surveillance video[J]. Journal of Building Engineering, 2025: 113737. [paper]

• Zhang C, Wen W, Zhai C, Guo J. Method of extracting structural seismic response from blurred surveillance videos based on line matching technique[J]. Measurement, 2025: 116937. [paper]

• Wen W, Zhang C, Hu J, Guo J, Zhai C, Zhou B. Automatic monitoring method for seismic response of building structures and equipment based on indoor surveillance cameras[J]. Mechanical Systems and Signal Processing, 2025, 224: 112220. [paper]

• Shen S D, Guo J, Pan P, Cao Y R, Feng J X. Bidirectional seismic performance and design approach of RC infill wall with PVC tubes[J]. Journal of Building Engineering, 2024: 108463. [paper]

• Guo J, Enokida R, Li D, Ikago K. Combination of physics-based and data-driven modeling for nonlinear structural seismic response prediction through deep residual learning[J]. Earthquake Engineering & Structural Dynamics, 2023. [paper] [QuickView] [Code]

• Enokida R, Ikago K, Guo J, Kajiwara K. Nonlinear signal‐based control for shake table experiments with sliding masses[J]. Earthquake Engineering & Structural Dynamics, 2023. [paper] Free access to this work by clicking here.

• Enokida R, Ikago K, Guo J, Kajiwara K. Performance Examination of Nonlinear Signal-Based Control in Shake Table Experiments with Sliding Structures[J]. Structural Control and Health Monitoring, 2023. [paper] Free access to this work by clicking here.

• Guo, J, Wang L, Fukuda I, Ikago K. Data-driven modeling of general damping systems by k-means clustering and two-stage regression[J]. Mechanical Systems and Signal Processing, 2022, 167: 108572. [paper]

• Xiang Y, Guo J, Kishiki S. Analytical approach for vertical floor acceleration of regular RC frames under earthquake excitation[J]. Engineering Structures, 2022, 251: 113546. [paper]

• Jiao J, Guo J, Fujita K, Takewaki I. Displacement measurement and nonlinear structural system identification: A vision-based approach with camera motion correction using planar structures[J]. Structural Control and Health Monitoring, 2021: e2761. [paper]

• Guo, J, Xiang Y, Fujita K, Takewaki I. Vision-Based building seismic displacement measurement by stratification of projective rectification using lines[J]. Sensors, 2020, 20(20): 5775. [paper] Free access to this work by clicking here.

• Wang L, Guo J, Takewaki I. Real-time hysteresis identification in structures based on restoring force reconstruction and Kalman filter[J]. Mechanical Systems and Signal Processing, 2021, 150: 107297. [paper]

• Guo J, Jiao J, Fujita K, Takewaki I. A spectrum-driven damage identification by minimum constitutive relation error and sparse regularization[J]. Mechanical Systems and Signal Processing, 2020, 136: 106496. [paper]

• Guo J, Wang L, Takewaki I. Experimental investigation on use of regularization techniques and pre-post measurement changes for structural damage identification[J]. International Journal of Solids and Structures, 2020, 185: 212-221. [paper]

• Guo J, Jiao J, Fujita K, Takewaki I. Damage identification for frame structures using vision-based measurement[J]. Engineering Structures, 2019, 199: 109634. [paper]

• Guo J, Deng K, Wang L, Takewaki I. Physical-based parametrization and local damage identification for frame type structures using response sensitivity approach in time domain[J]. Structural Control and Health Monitoring, 2019, 26(10): e2412. [paper]

• Guo J, Wang L, Takewaki I. Frequency response-based damage identification in frames by minimum constitutive relation error and sparse regularization[J]. Journal of Sound and Vibration, 443: 270-292, 2019. [paper]

• Guo J, Wang L, Takewaki I. Modal-based structural damage identification by minimum constitutive relation error and sparse regularization[J]. Structural Control and Health Monitoring, 25(12):e2255,2018. [paper]

• Guo J, Wang L, Takewaki I. Static damage identification in beams by minimum constitutive relation error[J]. Inverse Problems in Science and Engineering: 1-25,2018. [paper]

• Guo J, Deng K, He M, Zhao C, & Li W. Experimental study on the construction stages of an RC closure pour in bridge widening[J]. Journal of Bridge Engineering (ASCE), 22(12):06017007,2017. [paper]

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