[2O5-GS-13] AI application: Civil Engineering

Wed. Jun 10, 2020 3:50 PM - 5:30 PM Room O (jsai2020online-15)

座長：曽我真人（和歌山大学）

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3:50 PM - 4:10 PM

[2O5-GS-13-01] A study of applicability of deep learning to extract tacit knowledge of civil engineering and disaster prevention engineers

〇Hirokazu Furuki¹, Kouichi Araki², Masayuki Hitokoto¹, Takuya Nomura³, Satoshi Tagata⁴ (1. Nippon Koei Co., Ltd. Center for Advanced Research and Development, 2. GODAI KAIHATSU Corporation Research Institute, 3. Nippon Koei Co., Ltd. Environmental Science & Engineering Dept. International Consulting Administration, 4. Nippon Koei Co., Ltd. Sabo Dept. Domestic Consulting Administration)

4:10 PM - 4:30 PM

[2O5-GS-13-02] Application of deep learning and ensemble learning on the rock mass evaluation of mountain tunnenl

〇Hirokazu Hasegawa¹, Ryo Hemmi¹, Satoshi Torii¹, Kosuke Tanimura¹, Dohta Awaji¹ (1. Shimizu Corporation)

4:30 PM - 4:50 PM

[2O5-GS-13-03] Evolutionary Optimization with Geometric Simulation for Segment Assignment in Shield Tunneling

〇Koya Ihara¹, Shohei Kato¹, Hiroichi Masuda², Yasuyuki Singu² (1. Nagoya Institute of Technology, 2. Shimizu Corporation)

4:50 PM - 5:10 PM

[2O5-GS-13-04] Improvement of identification performance by effective use of unlabeled radar images for buried objects identification using ground penetrating radar

〇Tomoyuki Kimoto¹, Jun Sonoda² (1. National Institute of Technology, Oita College, 2. National Institute of Technology, Sendai College)

5:10 PM - 5:30 PM

[2O5-GS-13-05] Design of ground improvement measures against consolidation settlement via visualizing latent space

〇Shoichi Tsukuni¹, Takeshi Yamatoda² (1. TAKENAKA CIVIL ENGINEERING & CONSTRUCTION CO.,LTD., 2. IDAJ Co.,LTD.)

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