Session information

[共通セッション] 土木分野におけるAIの活用

土木分野におけるAIの活用(3)

Chair:Masatoshi Uno

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[CS15-09] A study on internal structure diagnosis of concrete structures incorporated with digital hammering inspection, AI and simulation technologies (1) grand design and experimental database construction

〇Mitsuyuki Sagisaka¹, Takashi Matsunaga¹, Ryota Ogawa¹, Yoshihiro Isobe¹, Tomonori Yamada², Shinobu Yoshimura² (1.Nuclear Fuel Industries, 2.The University of Tokyo)

[CS15-10] A study on internal structure diagnosis of concrete structures incorporated with digital hammering inspection, AI and simulation technologies (2) Development of simulation model and Large-scale DB by AI direct problem analysis

〇Takashi Matsunaga¹, Ryota Ogawa¹, Mitsuyuki Sagisaka¹, Yoshihiro Isobe¹, Tomonori Yamada², Shinobu Toshimura² (1.Nuclear Fuel Industries, 2.The University of Tokyo)

[CS15-11] Development of defect shape reconstruction method by abnormal probability mapping using CNN for time and spatial waveforms

〇Ryunosuke Kaneko¹, Takahiro Saitoh¹, Riho Minowa¹ (1.Gunma Univercity)

[CS15-12] The basic study about estimation of concrete thermal cracking of artifical intelligence

〇Keizo Kanzaki¹, Tetuji Yamaguchi¹, Hiroshi Kanda¹, Kenta Takakura¹, Aki Hayashi², Ryousuke Kawata² (1.Kumagaikumi CO.,LTD, 2.GHELIA Inc.)

[CS15-13] Deterioration factor diagnosis using the strain distribution of concrete by AI (Artificial Intelligence)

〇kotaro koike¹, Takao Ochiai¹, Hiroyuki Hayano¹ (1.Taiheiyo Cement Corporation)

[CS15-14] Defect identification for each level of beam by inverse analysis using neural network

〇Takatoshi Koketsu¹, Shigeru Koyama¹ (1.Shinshu University)

[CS15-15] Study on object detection technology for crack detection of structures

〇Shota Yagi¹, Kazuo Kashiyama² (1.Graduate school of Chuo University, 2.Chuo University)

[CS15-16] Examination of machine learning technology in crack reading process in pavement inspection

〇Tatsuro Suzuki¹, Tomoki Tajima¹, Naoko Fukushi¹, Masatoshi Harada¹, Kenichi Ueki¹, Ryogo Eirai², Teruyoshi Ishihara², Satoshi Nakasuka¹ (1.Kokusai Kogyo Co.,Ltd, 2.Ministry of Land, Infrastructure, Transport and Tourism. Kanto Regional Development Bureau. Takasaki River and National Highway Office)

[CS15-17] Development of Crack Prediction AI Using Finite Element Analysis Results of RC Members as Teaching Data and Consideration of Precision

〇Masaki Takayanagi¹, Yasuhiko Sato¹ (1.Waseda University)

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