Session information

General Session

[General Session] D. Damage investigation and analysis, etc. » D-5 Machine learning/IoT/DX

Machine learning / IoT / DX (2)

Sat. Nov 25, 2023 3:40 PM - 5:10 PM G416 (PACIFICO Yokohama North, 4F)

Chairperson: Tetsuo Tobita (Kansai University)

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3:40 PM - 3:52 PM

[Day3-G416-20] Classification of observation sites by microtremor H/V spectra and deep learning

*Tetsuo Tobita¹, Taichi Taniguchi² (1. Kansai University, 2. Zenitaka Cooperation)

3:53 PM - 4:05 PM

[Day3-G416-21] Prediction of land subsidence in Chiba Prefecture caused by liquefaction based on machine learning

*Kazuki Karimai¹, Wen Liu², Yoshihisa Maruyama² (1. Graduate School of Science and Engineering, Chiba University, 2. Graduate School of Engineering, Chiba University)

4:06 PM - 4:18 PM

[Day3-G416-22] Prediction of Dynamic Response of 2D Frames using Machine Learning with Graph Embedding

*Hiroshi Nitta¹, Shinnosuke Fujita¹ (1. The University of Kitakyushu)

4:19 PM - 4:31 PM

[Day3-G416-23] Basic Research on Building Response Prediction during Earthquakes using LSTM

*Tomohiro Yabuta¹, Fumihisa Yoshida¹, Takuma Nishi¹ (1. Central Research Laboratory, Daiwa House Industry Co.,Ltd.)

4:32 PM - 4:44 PM

[Day3-G416-24] MULTI-HAZARD MONITORING AND WARNING SYSTEM BASED ON LOW-COST IOT DEVICES

*Ji Dang¹, Sanjeev Bhatta¹ (1. Saitama University)