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Wu, Stephen / Otake, Yu / Higo, Yosuke / Yoshida, Ikumasa (2024): Pathway to a fully data-driven geotechnics: Lessons from materials informatics. In: Soils and Foundations, v. 64, n. 3 (Juni 2024).
https://doi.org/10.1016/j.sandf.2024.101471
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Yoshida, Ikumasa / Sekiya, Hidehiko / Wada, Ryotaro / Ohno, Tetsushi / Morichika, Shogo / Yasuda, Atsushi / Yoshiura, Nobuaki (2024): Preliminary field estimation of vertical displacements of prestressed concrete bridges under construction based on measured strains and inclinations. In: Structures, v. 65 (Juli 2024).
https://doi.org/10.1016/j.istruc.2024.106651
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Phoon, Kok-Kwang / Shuku, Takayuki / Ching, Jianye / Yoshida, Ikumasa (2023): Benchmarking Data-Driven Site Characterization. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 9, n. 2 (Juni 2023).
https://doi.org/10.1061/ajrua6.rueng-1058
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Yoshida, Ikumasa / Mustafa, Samim / Maruyama, Kohei / Sekiya, Hidehiko (2023): Bridge weigh-in-motion considering dynamic response in observation noise with application to multiple driving conditions. In: Structural Safety, v. 103 (Juli 2023).
https://doi.org/10.1016/j.strusafe.2023.102350
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Yoshida, Ikumasa / Nakamura, Tomoka / Au, Siu-Kui (2023): Bayesian updating of model parameters using adaptive Gaussian process regression and particle filter. In: Structural Safety, v. 102 (Mai 2023).
https://doi.org/10.1016/j.strusafe.2023.102328
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Tomizawa, Yukihisa / Yoshida, Ikumasa (2022): Benchmarking of Gaussian Process Regression with Multiple Random Fields for Spatial Variability Estimation. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 8, n. 4 (Dezember 2022).
https://doi.org/10.1061/ajrua6.0001277
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Ching, Jianye / Yoshida, Ikumasa (2023): Data-Drive Site Characterization for Benchmark Examples: Sparse Bayesian Learning versus Gaussian Process Regression. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 9, n. 1 (März 2023).
https://doi.org/10.1061/ajrua6.rueng-983
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Shinoda, Masahiro / Yoshida, Ikumasa / Watanabe, Kenji / Nakajima, Susumu / Nakamura, Susumu / Miyata, Yoshihisa (2022): Seismic probabilistic risk estimation of Japanese railway embankments and risk-based design strength of soil and reinforcement. In: Soil Dynamics and Earthquake Engineering, v. 163 (Dezember 2022).
https://doi.org/10.1016/j.soildyn.2022.107507
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Shinoda, Masahiro / Nakajima, Susumu / Watanabe, Kenji / Nakamura, Susumu / Yoshida, Ikumasa / Miyata, Yoshihisa (2022): Practical seismic fragility estimation of Japanese railway embankments using three seismic intensity measures. In: Soils and Foundations, v. 62, n. 4 (August 2022).
https://doi.org/10.1016/j.sandf.2022.101160
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Yoshida, Ikumasa / Akiyama, Mitsuyoshi (2013): Particle filter for model updating and reliability estimation of existing structures. In: Smart Structures and Systems, v. 11, n. 1 (Januar 2013).
https://doi.org/10.12989/sss.2013.11.1.103
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Yoshida, Ikumasa / Kurose, Hiroki / Fukui, Shirou (1994): Basic Study On Probabilistic Back Analysis. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 1994, n. 483 (Januar 1994).
https://doi.org/10.2208/jscej.1994.483_61
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Yoshida, Ikumasa / Hoshiya, Masaru (1994): Back Analysis Considering Uncertainty Of Known Condition. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 1994, n. 501 ( 1994).
https://doi.org/10.2208/jscej.1994.501_213
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Yoshida, Ikumasa / Toyoda, Kouichi / Hoshiya, Masaru (1995): Formulation And Solver For Probabilistic Back Analysis With 2-d Fem. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 1995, n. 507 ( 1995).
https://doi.org/10.2208/jscej.1995.507_129
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Yoshida, Ikumasa / Toyoda, Kouichi / Hoshiya, Masaru (1996): Back Analysis With Time Update And Performance Index For Sensor Locations. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 1996, n. 543 (Juli 1996).
https://doi.org/10.2208/jscej.1996.543_271
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Yoshida, Ikumasa (1997): Back Analysis With Basis Transformation Of Unknown Parameter Space. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 1997, n. 577 ( 1997).
https://doi.org/10.2208/jscej.1997.577_205
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Yoshida, Ikumasa / Sato, Tadanobu (2004): Damage Detection By Adaptive Monte Carlo Filter. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 2004, n. 759 (April 2004).
https://doi.org/10.2208/jscej.2004.759_259
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Sato, Tadanobu / Yoshida, Ikumasa / Masumoto, Midori / Kanaji, Hidesada (2005): ライフサイクルコストを考慮した道路橋の補強戦略 (Prioritization Of Seismic Retrofit For Road Bridges Based On The Concept Of Life Cycle Cost). In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 2005, n. 784 ( 2005).
https://doi.org/10.2208/jscej.2005.784_125
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Yoshida, Ikumasa / Sato, Tadanobu (2005): Effective Estimation Method Of Low Failure Probability By Using Markov Chain Monte Carlo. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 2005, n. 794 ( 2005).
https://doi.org/10.2208/jscej.2005.794_43
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Yoshida, Ikumasa / Arakawa, Takehisa / Kitazume, Takashi / Ootsu, Hitoshi (2005): Study On Seismic Probabilistic Safety Assessment Of A Slope. In: 土木学会論文集 (Doboku Gakkai rombunshū), v. 2005, n. 785 ( 2005).
https://doi.org/10.2208/jscej.2005.785_27
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Mustafa, Samim / Yoshida, Ikumasa / Sekiya, Hidehiko (2021): An investigation of bridge influence line identification using time-domain and frequency-domain methods. In: Structures, v. 33 (Oktober 2021).
https://doi.org/10.1016/j.istruc.2021.05.082
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Yoshida, Ikumasa / Shuku, Takayuki (2021): Soil Stratification and Spatial Variability Estimated Using Sparse Modeling and Gaussian Random Field Theory. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 7, n. 3 (September 2021).
https://doi.org/10.1061/ajrua6.0001143
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Yoshida, Ikumasa / Sekiya, Hidehiko / Mustafa, Samim (2021): Bayesian Bridge Weigh-in-Motion and Uncertainty Estimation. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 7, n. 1 (März 2021).
https://doi.org/10.1061/ajrua6.0001118
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Rungbanaphan, Pongwit / Honjo, Yusuke / Yoshida, Ikumasa (2012): Spatial-temporal prediction of secondary compression using random field theory. In: Soils and Foundations, v. 52, n. 1 (Februar 2012).
https://doi.org/10.1016/j.sandf.2012.01.013
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Towhata, Ikuo / Yoshida, Ikumasa / Ishihara, Yukihiro / Suzuki, Shuichi / Sato, Masayuki / Ueda, Takayuki (2009): On Design of Expressway Embankment in Seismically Active Area With Emphasis on Life Cycle Cost. In: Soils and Foundations, v. 49, n. 6 (Dezember 2009).
https://doi.org/10.3208/sandf.49.871
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Yoshida, Ikumasa / Tasaki, Yosuke / Otake, Yu / Wu, Stephen (2018): Optimal Sampling Placement in a Gaussian Random Field Based on Value of Information. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 4, n. 3 (September 2018).
https://doi.org/10.1061/ajrua6.0000970
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Yoshida, Ikumasa / Shuku, Takayuki (2020): Bayesian Updating of Model Parameters by Iterative Particle Filter with Importance Sampling. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 6, n. 2 (Juni 2020).
https://doi.org/10.1061/ajrua6.0001047
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Hoshiya, Masaru / Yoshida, Ikumasa (1998): Process Noise and Optimum Observation in Conditional Stochastic Fields. In: Journal of Engineering Mechanics (ASCE), v. 124, n. 12 (Dezember 1998).
https://doi.org/10.1061/(asce)0733-9399(1998)124:12(1325)
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Hoshiya, Masaru / Yoshida, Ikumasa (1996): Identification of Conditional Stochastic Gaussian Field. In: Journal of Engineering Mechanics (ASCE), v. 122, n. 2 (Februar 1996).
https://doi.org/10.1061/(asce)0733-9399(1996)122:2(101)
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Akiyama, Mitsuyoshi / Frangopol, Dan M. / Yoshida, Ikumasa (2010): Time-dependent reliability analysis of existing RC structures in a marine environment using hazard associated with airborne chlorides. In: Engineering Structures, v. 32, n. 11 (November 2010).
https://doi.org/10.1016/j.engstruct.2010.08.021