Japan Society of Civil Engineers 2025 Annual Meeting
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Session Details

Oral PresentationUtilization of AI in the Civil Engineering Field

土木分野におけるAIの活用（その2）

Fri. Sep 12, 2025 9:00 AM - 10:20 AM JST
Fri. Sep 12, 2025 12:00 AM - 1:20 AM UTC
3F D1
9:00 AM - 9:10 AM JST(12:00 AM - 12:10 AM UTC)

[CS14-21]Feature Analysis of Collapsed Area from Aerial Photographs Using Self-Supervised Learning and Graph Neural Networks

*Tatsuhiro Fujita1, Kouich Araki1, Tomoki Kawamura1, Daisuke Fujiwara1, Hiromu Daimaru2, Kenichiro Toda3, Wataru Murakami4 (1. GODAI KAIHATSU Corporation, 2. Ishikawa Prefectural University, 3. Geo･Forest Co.,Ltd., 4. Forestry and Forest Products Research Institute)
9:10 AM - 9:20 AM JST(12:10 AM - 12:20 AM UTC)

[CS14-22]A long-term weather prediction for agriculture using ConvLSTM

*Makiko Iguchi1, Hidekazu Kuroki1, Ayako Okubo1, Hiroki Watanabe1 (1. Hydro Technology Institute Co., Ltd.)
9:20 AM - 9:30 AM JST(12:20 AM - 12:30 AM UTC)

[CS14-23]Estimation of natural period of surface ground by machine learning model

*Keigo Tsukioka1, Naoyasu Iwata1 (1. Railway Technical Research Institute)
9:30 AM - 9:40 AM JST(12:30 AM - 12:40 AM UTC)

[CS14-24]Accuracy verification of river water level prediction model using precipitation prediction results of time series foundation model

*Akira Ishii Ishii1, Hajime Watanabe1 (1. Yachiyo Engineering Co., Ltd.)
9:40 AM - 9:50 AM JST(12:40 AM - 12:50 AM UTC)

[CS14-25]A study on the accuracy of a dam inflow prediction model during snowmelt season using deep learning

*Ryoma Kitamura1, Akira Ishii1 (1. Yachiyo Engineering Co., Ltd.)
9:50 AM - 10:00 AM JST(12:50 AM - 1:00 AM UTC)

[CS14-26]Evaluation of the Effectiveness of Feature Reduction on Deployment Prediction Accuracy in the Decision Support System for Snow Removal Deployment

*Tomohisa Yamashita1, Riku Kamata1, Soichiro Yokoyama, Hidenori Kawamura, Nao Urushidate2, Katsunori Yuasa, Hiroshi Yanase3 (1. Hokkaido University, 2. Horiguchi-gumi Co. Ltd, 3. Kensetsu IoT Research Institute Co. Ltd)
10:10 AM - 10:20 AM JST(1:10 AM - 1:20 AM UTC)

[CS14-27]Language of ethical values in earthquake recovery of road bridges common to multiple generative AI

*Takumi Kobayashi1, Michio Ohsumi1 (1. Public Works Research Institute)
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