[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 (8)

Fri. Sep 15, 2023 1:30 PM - 2:50 PM CS-1 (広島工業大五日市キャンパス三宅の森Nexus21 701／広島大東広島キャンパス工学部講義棟 B218)

Chair: Kou Ueyama

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1:30 PM - 1:40 PM

[CS14-49] Anomaly detection of slope deformation by multivariate time series data analysis using CNN

*Nobutaka Hiraoka¹, Ryota Nakane², Hidetaka Saomoto³, Naotaka Kikkawa¹, Kazuya Itoh² (1. National Institute of Occupational Safety and Health, Japan, 2. Tokyo City University, 3. National Institute of Advanced Industrial Science and Technology)

1:40 PM - 1:50 PM

[CS14-50] Nonlinear device for optimal control of building’s response against earthquake with using deep reinforcement learning

*Masaaki Yoha¹, Masato Saitoh¹ (1. Saitama University)

1:50 PM - 2:00 PM

[CS14-51] Constructing a groundwater level prediction model using data easily available on the web using AI(Machine Learning)

*hideaki kikuchi¹, kai miyahara¹, satoshi hasegawa¹, akira yamamoto¹, hiroto yoshida¹, akira tomigashi² (1. Yachiyo Engineering Co., Ltd. , 2. National Institute of Advanced Industrial Science and Technology)

2:00 PM - 2:10 PM

[CS14-52] A Study on Flood Inundation Area Mapping by Multimodal Deep Learning

*Junn Ogishima¹, Takashi Miyamoto¹ (1. University of Yamanashi)

2:10 PM - 2:20 PM

[CS14-53] Dam inflow forecasting using a hybrid deep learning model with multiple tank models in parallel

*Natsu Miura¹, Takashi Miyamoto¹, Masazumi Amakata², Akira ishii², Riku Ogata² (1. University of Yamanashi, 2. Yachiyo Engineering Co)

2:20 PM - 2:30 PM

[CS14-54] A Study on the Characteristics of AI for Predicting Goods Transportation Routes in a Torrential Rain Disaster

*Yusuke Mizuno¹, Taisei Morita¹, Hitoshi Tatsuta¹, Shuta Miyata¹ (1. NIPPON ENGINEERING CONSULTANTS)

2:30 PM - 2:40 PM

[CS14-55] Study on feature extraction of slop by an autoencoder

*Kouichi Araki¹ (1. Godai Kaihatsu Corporation)

Session information