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J-GLOBAL ID：202401013992340827 Update date: Mar. 21, 2025

Kitahara Masaru

キタハラマサル | Kitahara Masaru

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Affiliation and department：
Job title： Assistant Professor

Research keywords (6)： Structural reliability , Uncertainty quantification , Stochastic model updating , Bayesian inference , Bayesian optimization , Machine learning

Research theme for competitive and other funds (4)：

2024 - 2027 ドローン撮影画像を用いた劣化橋梁の健全性診断のための機械学習モデルの構築
2023 - 2025 階層ベイズ更新による既存橋梁の耐震性能評価モデルの構築
2021 - 2024 Integrated Design and Operation Methodology for Offshore Megastructures
2023 - 2024 階層ベイズによる既存橋梁の耐震性能評価モデル構築に関する研究

Papers (22)：

Tong Zhou, Tong Guo, Xujia Zhu, Masaru Kitahara, Jize Zhang. A theoretically-consistent parallel enrichment strategy for Bayesian active learning reliability analysis. Computer Methods in Applied Mechanics and Engineering. 2025. 437. 117752-117752
Masaru Kitahara, Pengfei Wei. Sequential and adaptive probabilistic integration for structural reliability analysis. Structural Safety. 2025. 102577-102577
BAYESIAN MODEL UPDATING OF EXISTING SEISMICALLY ISOLATED BRIDGES USING SEISMIC RESPONCES AT MULTIPLE LOCATIONS. 2025. 81. 15. 24-15022-24-15022
Tomoki Takami, Masaru Kitahara, Jørgen Juncher Jensen, Sadaoki Matsui. Extreme Nonlinear Ship Response Estimations by Active Learning Reliability Method and Dimensionality Reduction for Ocean Wave. Marine Structures. 2025. 99. 103723
Masaru Kitahara, Takeshi Kitahara. Sequential and adaptive probabilistic integration for Bayesian model updating. Mechanical Systems and Signal Processing. 2025. 223. 111825

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MISC (21)：

Tomoki Takami, Masaru Kitahara, Atsuo Maki, Leo Dostal. Bayesian Estimation of Roll Damping Based on Onboard Measurements. 2024. 39
Jose Maria Guyamin, Yaohua Yang, Masaru Kitahara, Tomonori Nagayama. Computationally efficient augmented extended Kalman filter for rapid post-earthquake response estimation in large structures. Proceedings of the 9th International Symposium on Reliability Engineering and Risk Management. 2024
北原優, Thomas POTTHAST, 北原武嗣. スライス正規分布と測度変換を用いた確率モデル更新. 第27回応用力学シンポジウム講演論文集. 2024
高見朋希, 北原優. AK-MCMC法と波浪場のKL展開による船体応答の極値予測. 日本船舶海洋工学会講演会論文集. 2024. 38
蘇迪, 北原優, 長山智則. 斜張橋ケーブルの張力推定と振動現象調査の学生演習. 土木学会全国大会年次学術講演会(Web). 2024. 79th

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Lectures and oral presentations (20)：

Characterization of Data-Driven Interval Power Spectral Density through Stochastic Model Updating
(9th International Symposium on Reliability Engineering and Risk Management (ISRERM2024))
Frequency-domain fatigue life evaluation of a steel bridge considering vibrational characteristics of traffic loads
(ASCE Engineering Mechanics Institute 2024 International Conference (EMI 2024 IC))
Residual performance estimation of a seismic-isolated bridge based on ABC model updating using seismic response data
(ASCE Engineering Mechanics Institute 2024 International Conference (EMI 2024 IC))
Uncertainty quantification on seismic response of an RC bridge pier considering varying material properties
(ASCE Engineering Mechanics Institute 2024 International Conference (EMI 2024 IC))
Recent advances in Bayesian model updating with the treatment of hybrid uncertainty
(2024 Asia-Pacific-Euro Summer School on Smart Structures Technology (APESS2024))

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Education (3)：

2019 - 2022 Leibniz Universität Hannover
2017 - 2019 The University of Tokyo The Graduate School of Engineering Department of Civil Engineering
2013 - 2017 Yokohama National University College of Engineering Science Department of Architecture,Infrastructure,Ocean Engineering and Ecosystem Science

Professional career (2)：

Dr.-Ing. (Leibniz Universität Hannover)
Master of Engineering (The University of Tokyo)

Work history (2)：

2022/10 - 現在 The University of Tokyo The Graduate School of Engineering Department of Civil Engineering Assistant Professor
2020/01 - 2022/09 Leibniz Universität Hannover Institute for Risk and Reliability Research Associate

Committee career (15)：

2025/04 - 現在 ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Editorial Board Member
2025/04 - 現在土木学会応用力学委員会データ駆動型の信頼性設計およびリスク評価実装研究小委員会幹事長
2025/02 - 現在 11th International Workshop on Reliability Engineering Computing (REC2026) Scientific Committee
2025/02 - 現在 Computers and Structures Early Career Editorial Board
2024/11 - 現在 International Association for Reliability Engineering and Risk Management Executive Board Member

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Awards (4)：

2024 - 土木学会令和6年度かけはし賞
2023 - 土木学会第26回応用力学シンポジウム応用力学講演賞
2020 - 土木学会第40回地震工学研究発表会優秀講演賞
2017 - 土木学会第72回年次学術講演会優秀講演賞

Association Membership(s) (4)：

日本地震工学会 , Bernoulli Society , Americal Society of Civil Engineers , 土木学会

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