Regular Session

General Session (１．Mathematical analysis for mechanics problem: forward- and inverse-modeling in civil engineering）

第１部門①

Sat. May 28, 2022 9:00 AM - 10:30 AM Meeting room A (Online)

座長:野村泰稔(立命館大学)

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9:00 AM - 9:15 AM

[2A01-06-01] A method for searching an optimal shooting condition of DIC measurement based on response surface methodology

*Takumi Ashida¹, Hiroto Masui¹, Mao Kurumatani¹ (1. Ibaraki University)

9:15 AM - 9:30 AM

[2A01-06-02] Corroded Surface Prediction of Weathering Steel Plates under Different Corrosive Environments Using Generative Adversarial Network

*Feng Jiang¹, Mikihito Hirohata¹ (1. Osaka University)

9:30 AM - 9:45 AM

[2A01-06-03] Extension of Internal Structure Diagnosis of Concrete Structures Using Digital Hammering Inspection and Machine Learning

*Takashi Matsunaga¹, Ryota Ogawa¹, Mitsuyuki Sagisaka¹, Hiroaki Fujiyoshi¹, Motomu Ishii¹, Yoshihiro Isobe¹, Sinobu Yoshimura², Tomonori Yamada² (1. Nuclear Fuel Industries, ltd., 2. The University of Tokyo)

9:45 AM - 10:00 AM

[2A01-06-04] MACHINE LEARNING BASED NONLINEAR PARAMETER IDENTIFICATION FOR HIGH DAMPING RUBBER BEARINGS

*Katrina Mae Santiago Montes¹, Ji Dang¹, Yuqing Tan², Akira Igarashi², Takehiko Himeno³ (1. Saitama University, 2. Kyoto University, 3. Kawakin Core Tech Co.)

10:00 AM - 10:15 AM

[2A01-06-05] Application of Physics-informed Neural Network to Ground Consolidation Analysis

*syouki katabira¹ (1. Tsukuba University)

10:15 AM - 10:30 AM

[2A01-06-06] A Fundamental Study on Estimation of Relative Permittivity Distribution in Concrete Using Ensemble Kalman Filter

*Yoshihito YAMAMOTO¹, Kota KUBO¹, Shunpei FUJIMORI¹ (1. Hosei University)

Session information