Representative Papers |
- 1) Yoshida, I, Tomizawa, Y., Otake, Y., Estimation of trend and random components of conditional random field using Gaussian process regression, Computers and Geotechnics, vol.136, 2021.8 https://doi.org/10.1016/j.compgeo.2021.104179
- 2) Zhu, Y., Sekiya, H., Okatani, T., Yoshida, I. and Hirano, S. Acceleration-based deep learning method for vehicle monitoring, IEEE Sensors Journal, pp.1-1, 2021.5. DOI: 10.1109/JSEN.2021.3082145
- 3) Yoshida, I. and Shuku, T. 2021. Soil Stratification and Spatial Variability Estimated Using Sparse Modeling and Gaussian Random Field Theory, ASCE-ASME J. Risk Uncertainty Eng. Syst., Part A: Civ.Eng. 7(3). 2021.9
- 4) Yoshida, I., Sekiya, H. and Mustafa, S., Bayesian Bridge Weigh-In-Motion and Uncertainty Estimation, ASCE-ASME J. Risk Uncertainty Eng. Syst., Part A: Civ. Eng., 2021.1, 7(1): 04021001
- 5) Shinoda, M., Nakajima, S., Watanabe, K., Nakamura, S. and Yoshida, I., Practical seismic fragility estimation of unreinforced and reinforced embankments in Japan, Geosynthetics International, Vol.28, No.1, 2020.1
- 6) Shuku, T., Phoon, K-K. and Yoshida, I., Trend estimation and layer boundary detection in depth-dependent soil data using sparse Bayesian lasso, Computers and Geotechnics, vol.128, 2020.12, 103845
- 7) Yoshida, I. and Shuku, T., Bayesian Updating of Model Parameters by Iterative Particle Filter with Importance Sampling, ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, ASCE-ASME J. Risk Uncertainty Eng. Syst., Part A: Civ. Eng., 6(2), 2020.6
- 8) Susumu Nakamura, Ikumasa Yoshida and Masuhiro Beppu, Approach to Assess Influence of Earthquake-Induced Slope Collapse on Nuclear Power Plant Facilities, Journal of Earthquake and Tsunami, 12(4), 2018.8. (DOI: 10.1142/S1793431118410117)
- 9) Ikumasa Yoshida, Yosuke Tasaki, Yu Otake, Stephen Wu, Optimal Sampling Placement in a Gaussian Random Field Based on Value of Information, Journal of Risk and Uncertainty Analysis, ASCE, 2018.9
- 10) Diaz De La O, F. A., Garbuno-Inigo, A., Au, S. K., and Yoshida, I., Bayesian updating and model class selection with Subset Simulation. Computer Methods in Applied Mechanics and Engineering, 317, 1102-1121. doi:10.1016/j.cma.2017.01.006
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