企画セッション: リスクと不確実性の定量化

Sat. May 28, 2022 1:00 PM - 3:15 PM Meeting room A (Online)

座長:本田利器(東京大学)

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1:00 PM - 1:15 PM

[2A13-21-01] Hierarchical Bayesian Inference for Parameter Uncertainty Quantification

Masaru Kitahara², *Takeshi Kitahara¹, Michael Beer² (1. Kanto Gakuin University, 2. Leibniz University Hannover)

1:15 PM - 1:30 PM

[2A13-21-02] Real-Time Reconstruction Simulation Based on Autonomous Basis Function Selection

*Yu Otake^1,2, taiga Shoji², Yosuke Higo³, Ikumasa Yoshida⁴ (1. Tohoku University, 2. Tohoku University, 3. Kyoto University, 4. Tokyo City University)

1:30 PM - 1:45 PM

[2A13-21-03] 3D spatial distribution estimation considering nonstationary in the depth direction and improvement of calculation efficiency by Kronecker product

*Yukihisa Tomizawa¹, Ikumasa Yoshida¹, Yu Otake² (1. Tokyo Citi University, 2. Tohoku University)

1:45 PM - 2:00 PM

[2A13-21-04] Efficient Estimation of Limit State Probability by Adaptive Surrogate Model using Gaussian Process Regression

*Tomoka NAKAMURA¹, Ikumasa YOSHIDA¹, Yu OTAKE² (1. Tokyo City Univercity, 2. Tohoku University)

2:00 PM - 2:15 PM

[2A13-21-05] A Study on Exploratory Setting Method of Input Ground Motions Considering Site-Specific Response Characteristics of Geotechnical Structures

*Daiki Hayashi¹, Yu Otake¹, Yosuke Higo², Ikumasa Yoshida³, Tatsuya Itoi⁴ (1. Tohoku University, 2. Kyoto University, 3. Tokyo City University, 4. Tokyo University)

2:15 PM - 2:30 PM

[2A13-21-06] Reliability Assessment for Bearing Capacity of Shallow Foundation after Scouring under Live Load by Bayesian Inference

*Yuna Sasaki¹, Hidetoshi Nishioka¹, Kohei Kasahara², Yu Otake³ (1. Chuo University, 2. Railway Technical Research Institute, 3. Tohoku University)

2:30 PM - 2:45 PM

[2A13-21-07] Spatial Fluctuation Modeling of Piping Resistance in River Levee

*Masataka Metoki¹, Yu Otake², Yosuke Higo³, Ikumasa Yoshida⁴ (1. Tohoku University, 2. Tohoku University, 3. Kyoto University, 4. Tokyo City University)

2:45 PM - 3:00 PM

[2A13-21-08] Risk evaluation for earth-fill dams due to heavy rains by response surface method

*ZHENG ShiYing¹, NISHIMURA Shinichi¹, SHIBATA Toshifumi¹ (1. Okayama University)

3:00 PM - 3:15 PM

[2A13-21-09] A Linear System-Surrogate Model for the Development of Autonomous Data Oriented Construction Support System for Large-Scale Earth Retaining

*Shinnosuke Kodama¹, Taiga Saito², Yu Otake² (1. NIKKEN SEKKEI CIVIL ENGINEERING LTD, 2. Tohoku University)

Session information