| Nonparametric Bayesian stochastic model updating with hybrid uncertainties M Kitahara, S Bi, M Broggi, M Beer Mechanical Systems and Signal Processing 163, 108195, 2022 | 33 | 2022 |
| Bayesian model updating in time domain with metamodel-based reliability method M Kitahara, S Bi, M Broggi, M Beer ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A …, 2021 | 20 | 2021 |
| Robust optimization of a dynamic Black-box system under severe uncertainty: A distribution-free framework A Lye, M Kitahara, M Broggi, E Patelli Mechanical Systems and Signal Processing 167, 108522, 2022 | 18 | 2022 |
| Distribution-free stochastic model updating of dynamic systems with parameter dependencies M Kitahara, S Bi, M Broggi, M Beer Structural Safety 97, 102227, 2022 | 11 | 2022 |
| Prediction of seismic loadings on wind turbine support structures by response spectrum method considering equivalent modal damping of support structures and … M Kitahara, T Ishihara Wind Energy 23 (6), 1422-1443, 2020 | 9 | 2020 |
| Bayesian updating with two-step parallel Bayesian optimization and quadrature M Kitahara, C Dang, M Beer Computer Methods in Applied Mechanics and Engineering 403, 115735, 2023 | 4 | 2023 |
| Data-driven reliability assessment of dynamic structures based on power spectrum classification M Behrendt, M Kitahara, T Kitahara, L Comerford, M Beer Engineering Structures 268, 114648, 2022 | 4 | 2022 |
| Residual seismic performance estimation of seismic-isolated bridges based on model updating using approximate Bayesian computation M Kitahara, M Broggi, M Beer Journal of Japan Society of Civil Engineers, Ser. A1 (Structural Engineering …, 2021 | 3 | 2021 |
| Environmental influence on structural health monitoring systems JH Bartels, M Kitahara, S Marx, M Beer Life-Cycle of Structures and Infrastructure Systems, 662-669, 2023 | 2 | 2023 |
| A distributionally robust approach for mixed aleatory and epistemic uncertainties propagation M Kitahara, J Song, P Wei, M Broggi, M Beer AIAA Journal 60 (7), 4471-4477, 2022 | 2 | 2022 |
| 適応型クリギングと MCMC 法に基づく代替モデルを用いた効率的な耐震性能評価手法 北原優， M BROGGI， M BEER 土木学会論文集 A2 (応用力学) 76 (1), 75-86, 2020 | 2 | 2020 |
| 階層ベイズ推定によるパラメータ不確定性定量化の有用性 北原優， 北原武嗣， M BEER 土木学会論文集 79 (15), 22-15005, 2023 | 1 | 2023 |
| Measurement Uncertainty In Structural Health Monitoring Systems Under Temperature Influence JH Bartels, M Kitahara, S Marx, M Beer Available at SSRN 4253412, 2022 | 1 | 2022 |
| 近似ベイズ計算 (ABC) を用いたモデル更新による免震橋梁の残存耐震性能評価の検討 北原優， M BROGGI， M BEER 土木学会論文集 A1 (構造・地震工学) 77 (4), I_61-I_70, 2021 | 1 | 2021 |
| Bayesian model updating for existing seismic-isolated bridges using observed acceleration response data M Kitahara, M Broggi, M Beer Proc., XI Int. Conf. on Structural Dynamics. München, Germany: European …, 2020 | 1 | 2020 |
| Efficient seismic performance estimation method by surrogate modeling based on adaptive kriging and Markov chain Monte Carlo M Kitahara, M Broggi, M Beer Journal of Japan Society of Civil Engineers, Ser. A2 (Applied Mechanics (AM …, 2020 | 1 | 2020 |
| Adaptive Bayesian filter with data-driven sparse state space model for seismic response estimation M Kitahara, Y Kakiuchi, Y Yang, T Nagayama Mechanical Systems and Signal Processing 208, 111048, 2024 | | 2024 |
| 階層ベイズ更新とモデル選択による相関を有するパラメータの不確定性定量化 北原優， 北原武嗣， M BEER 土木学会論文集 80 (15), 23-15008, 2024 | | 2024 |
| ハーフカーモデルによる軌道形状推定と車両重量差を考慮した浮きまくらぎ検出 増田大地， 北原優， 薛凱， 長山智則， 蘇迪 土木学会論文集 80 (15), 23-15012, 2024 | | 2024 |
| Estimation of Seismic Displacement Response Using a Kalman Filter with Data-Driven State-Space Model Identification Y Kakiuchi, Y Yang, M Kitahara, T Nagayama International Conference on Experimental Vibration Analysis for Civil …, 2023 | | 2023 |
Michael BeerLeibniz Universität HannoverVerified email at irz.uni-hannover.de
