Ikumasa Yoshida

Geotechnical uncertainty, modeling, and decision making

Kok‐Kwang Phoon, Zi-Jun Cao, Jian Ji et al. · SOILS AND FOUNDATIONS · 2022 · 159 citations · Full text

Time-dependent reliability analysis of existing RC structures in a marine environment using hazard associated with airborne chlorides

Mitsuyoshi Akiyama, Dan M. Frangopol, Ikumasa Yoshida · Engineering Structures · 2010 · 154 citations

Reliability, Safety Engineering, Reliability Engineering +15

Estimation of trend and random components of conditional random field using Gaussian process regression

Ikumasa Yoshida, Yukihisa Tomizawa, Yu Otake · Computers and Geotechnics · 2021 · 100 citations

Gaussian Process Regression, Statistical Signal Processing, Engineering +7

Bayesian updating and model class selection with Subset Simulation

F.A. DiazDelaO, Alfredo Garbuno-Iñigo, Siu‐Kui Au et al. · Computer Methods in Applied Mechanics and Engineering · 2017 · 94 citations · Full text

Bayesian Statistic, Bayesian Updating, Statistical Inference +3

Comparison of trend models for geotechnical spatial variability: Sparse Bayesian Learning vs. Gaussian Process Regression

Jianye Ching, Ikumasa Yoshida, Kok‐Kwang Phoon · Gondwana Research · 2022 · 42 citations

Geotechnical Engineering, Gaussian Process Regression, Engineering +11