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I
Ikumasa Yoshida
department of urban and civil engineering
16
H指数
171
论文数
1.2K
被引数
0
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29
发表时间
发表时间
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被引数
Practical enhancement of failure-probability estimation using probability density-driven active learning
基于概率密度驱动的主动学习对失效概率估计的实用增强
Probabilistic Engineering Mechanics
IF
3.5
2025-12-02
0
OA
AI
Tomoka Nakamura; Ikumasa Yoshida; Masahiro Takenobu; Daijiro Mizutani; Yu Otake
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Spatial distribution estimation by considering the cross-correlation between components with indirect data using Gaussian process regression
利用高斯过程回归,通过考虑间接数据中组件间的互相关性来进行空间分布估计。
SOILS AND FOUNDATIONS
IF
3.3
2025-06-01
0
PRE
AI
Tsuda, Yuto; Yoshida, Iumasa; Nishimura, Shinichi
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What defines a sitein geotechnical engineering?: A comparative study between local and global big indirect databases
COMPUTERS AND GEOTECHNICS
IF
6.2
2025-01-01
1
OA
AI
Saito, Taiga; Otake, Yu; Wu, Stephen; Takano, Daiki; Sugiyama, Yuri; Yoshida, Ikumasa
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Efficient simulation of 3D conditional random field using kriging with Gaussian-process trend
基于高斯过程趋势的三维条件随机场kriging高效模拟
COMPUTERS AND GEOTECHNICS
IF
6.2
2025-01-01
0
PRE
AI
Ching, Jianye; Yoshida, Ikumasa
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Modeling effect of rock shape characteristics on run-out distribution of rockfalls
SOILS AND FOUNDATIONS
IF
3.3
2024-12-01
0
PRE
AI
Yoshida, T.; Nomura, R.; Tuda, Y.; Yoshida, I.; Terada, K.; Moriguchi, S.
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Preliminary field estimation of vertical displacements of prestressed concrete bridges under construction based on measured strains and inclinations
STRUCTURES
IF
4.3
2024-07-01
0
PRE
AI
Yoshida, Ikumasa; Sekiya, Hidehiko; Wada, Ryotaro; Ohno, Tetsushi; Morichika, Shogo; Yasuda, Atsushi; Yoshiura, Nobuaki
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Pathway to a fully data-driven geotechnics: Lessons from materials informatics
SOILS AND FOUNDATIONS
IF
3.3
2024-06-01
2
OA
AI
Wu, Stephen; Otake, Yu; Higo, Yosuke; Yoshida, Ikumasa
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Comparison of trend models for geotechnical spatial variability: Sparse Bayesian Learning vs. Gaussian Process Regression
岩土空间变异性趋势模型的比较: 稀疏贝叶斯学习与高斯过程回归
GONDWANA RESEARCH
IF
8.6
2023-11-01
21
PRE
AI
Ching, Jianye; Yoshida, Ikumasa; Phoon, Kok-Kwang
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Estimation of engineering bedrock layer utilizing ground surface elevation in Gaussian process regression
COMPUTERS AND GEOTECHNICS
IF
6.2
2023-08-01
2
PRE
AI
Tsuda, Yuto; Tomizawa, Yukihisa; Yoshida, Ikumasa; Wada, Masao; Suemasa, Naoaki; Otake, Yu
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Bridge weigh-in-motion considering dynamic response in observation noise with application to multiple driving conditions
STRUCTURAL SAFETY
IF
6.3
2023-07-01
4
PRE
AI
Yoshida, Ikumasa; Mustafa, Samim; Maruyama, Kohei; Sekiya, Hidehiko
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Bayesian updating of model parameters using adaptive Gaussian process regression and particle filter
STRUCTURAL SAFETY
IF
6.3
2023-05-01
13
PRE
AI
Yoshida, Ikumasa; Nakamura, Tomoka; Au, Siu-Kui
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Data-driven approximation of geotechnical dynamics to an equivalent single-degree-of-freedom vibration system based on dynamic mode decomposition
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS
IF
4.8
2023-03-06
2
PRE
AI
Shioi, Akihiro; Otake, Yu; Yoshida, Ikumasa; Muramatsu, Shogo; Ohno, Susumu
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A method for rockfall risk quantification and optimal arrangement of protection structures along a road
ENGINEERING GEOLOGY
IF
8.4
2023-03-01
11
PRE
AI
Kanno, Hasuka; Moriguchi, Shuji; Tsuda, Yuto; Yoshida, Ikumasa; Iwanaga, Shoji; Terada, Kenjiro
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Dealing with nonlattice spatially variable data contaminated by white noise using Kronecker-product formulation
COMPUTERS AND GEOTECHNICS
IF
6.2
2023-02-01
1
OA
AI
Yoshida, Ikumasa; Tomizawa, Yukihisa; Ching, Jianye
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Seismic probabilistic risk estimation of Japanese railway embankments and risk-based design strength of soil and reinforcement
SOIL DYNAMICS AND EARTHQUAKE ENGINEERING
IF
4.6
2022-12-01
4
PRE
AI
Shinoda, Masahiro; Yoshida, Ikumasa; Watanabe, Kenji; Nakajima, Susumu; Nakamura, Susumu; Miyata, Yoshihisa
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Geotechnical uncertainty, modeling, and decision making
SOILS AND FOUNDATIONS
IF
3.3
2022-10-01
92
OA
AI
Phoon, Kok-Kwang; Cao, Zi-Jun; Ji, Jian; Leung, Yat Fai; Najjar, Shadi; Shuku, Takayuki; Tang, Chong; Yin, Zhen-Yu; Ikumasa, Yoshida; Ching, Jianye
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Practical seismic fragility estimation of Japanese railway embankments using three seismic intensity measures
SOILS AND FOUNDATIONS
IF
3.3
2022-08-01
12
OA
AI
Shinoda, Masahiro; Nakajima, Susumu; Watanabe, Kenji; Nakamura, Susumu; Yoshida, Ikumasa; Miyata, Yoshihisa
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Real-time vehicle identification using two-step LSTM method for acceleration-based bridge weigh-in-motion system
基于加速度的桥梁动态称重系统的两步LSTM实时车辆识别
JOURNAL OF CIVIL STRUCTURAL HEALTH MONITORING
IF
4.3
2022-05-03
7
PRE
AI
Zhu, Yanjie; Sekiya, Hidehiko; Okatani, Takayuki; Yoshida, Ikumasa; Hirano, Shuichi
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Benchmark examples for data-driven site characterisation
GEORISK-ASSESSMENT AND MANAGEMENT OF RISK FOR ENGINEERED SYSTEMS AND GEOHAZARDS
IF
4.8
2022-01-13
35
PRE
AI
Phoon, Kok-Kwang; Shuku, Takayuki; Ching, Jianye; Yoshida, Ikumasa
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An investigation of bridge influence line identification using time-domain and frequency-domain methods
STRUCTURES
IF
4.3
2021-10-01
14
OA
AI
Mustafa, Samim; Yoshida, Ikumasa; Sekiya, Hidehiko
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研究方向
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合作学者
合作期刊
D
Dan M. Frangopol
H 指数: 89 · 论文数: 1.1K
Z
Zhen‐Yu Yin
H 指数: 80 · 论文数: 835
K
Kok‐Kwang Phoon
H 指数: 77 · 论文数: 523
S
Siu‐Kui Au
H 指数: 59 · 论文数: 1.1K
J
Jianye Ching
H 指数: 52 · 论文数: 312
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