Japan Society of Civil Engineers 2026 Annual Meeting
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Session Details

AI/DX for design/maintenance of infrastructures

構造物の設計／維持管理におけるAI／DX(7)

Fri. Sep 4, 2026 11:00 AM - 12:20 PM JST
Fri. Sep 4, 2026 2:00 AM - 3:20 AM UTC
Multi-Purpose Hall, 5th Floor, Building 2 (Hokkai School of Commerce)
11:00 AM - 11:10 AM JST(2:00 AM - 2:10 AM UTC)

[CS11-49]Estimation of Geometric Information of Internal Cracks in Concrete Using Sim-to-Real Learning Based on a High-Precision 3D FDTD Model

*Takumi Oda1, Yoshihito Yamamoto2 (1. Hosei University Graduate School, 2. Hosei University)
11:10 AM - 11:20 AM JST(2:10 AM - 2:20 AM UTC)

[CS11-50]A Fundamental Study on Internal Damage Detection of Carbon Fiber Sheet Reinforced Concrete Using Hammering Sound Inspection with Deep Learning

*Taiki Sasado1, Chi Lu1, Yoshimi Sonoda1, Toshiomi Nishi2 (1. Kyushu University, 2. KYUKEN)
11:20 AM - 11:30 AM JST(2:20 AM - 2:30 AM UTC)

[CS11-51]Deep feature extraction and statistical anomaly detection for the automation of hammering test.

*Hiroshi Shimbo1, Toshiaki MIZOBUCHI2, Tomoko OZEKI2, Jun-ichiro NOJIMA3 (1. RETEC Engineering Inc., 2. HOSEI University, 3. J-POWER Design Co., Ltd.)
11:30 AM - 11:40 AM JST(2:30 AM - 2:40 AM UTC)

[CS11-52]Anomaly Detection of Reinforced Concrete Structures via Temporal Structure Analysis of Impact Elastic Waves using Wavelet Scattering Transform

*Tomoko Ozeki1, Kiyohiko Takahashi2, Hiroshi Shimbo3, Toshiaki Mizobuchi1, Junichiro Nojima4 (1. Hosei University, 2. Tokai University, 3. RETEC Engineering Co., Ltd., 4. J-POWER Design Co., Ltd.)
11:40 AM - 11:50 AM JST(2:40 AM - 2:50 AM UTC)

[CS11-53]Deep Neural Network (DNN) for Identification of FLIP (Cocktail Glass Model) Liquefaction Parameters

*Ryo Adachi1, Ryosuke Oka1, Takahiro Hideshima1, Hideki Nagai1 (1. OBAYASHI CORPORATION)
11:50 AM - 12:00 PM JST(2:50 AM - 3:00 AM UTC)

[CS11-54]Influence of Objective Function on Automated Identification of Liquefaction Parameters in FLIP Using Differential Evolution

*Ryosuke Oka1, Takahiro Hideshima1, Adachi Ryo1, Nagai Hideki1 (1. Obayashi Corporation)
12:00 PM - 12:10 PM JST(3:00 AM - 3:10 AM UTC)

[CS11-55]STUDY ON A SURROGATE SYSTEM REGARDING THREE-DIMENSIONAL NON-LINEAR FEM ANALYSIS OF REINFORCED CONCRETE STRUCTURES CONSIDERING CHANGES IN SHAPE

*Kiyomichi Yamaguchi1, Hayato Hoshino1, Weisung Lin1, Yoshihiko Toda1, Akihiro Nakai1, Kazuhiro Kawaguchi1 (1. JIP Techno Science Corporation)
12:10 PM - 12:20 PM JST(3:10 AM - 3:20 AM UTC)

[CS11-56]On the Long-Term Usability of the AI Concrete Aggregate Pattern Authentication System

*Takanori Kotabe1 (1. ABE NIKKO KOGYO CO.,LTD)
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