データサイエンスから探る地盤工学

Wed. Jul 24, 2024 1:00 PM - 2:30 PM Room 3 (Art Hotel Asahikawa Ball Room II)

座長:藤澤和謙(京都大学大学院農学研究科)

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[DS-8-01] A Fundamental Study on Unknown Rock Detection in Rock Type Classification using AI

*KOUICHI ARAKI¹, Tatushiro Fujita¹, Masakazu Onimura², Miyako Okatani² (1. Godai Kaihatsu Corporation, 2. UIC Consultant)

[DS-8-02] Estimation of design strength parameters for earth-fill dam embankment

*Zheng Shiying¹, Nishimura Shin-ichi¹, Huang Menglu¹, Chen Yimeng¹ (1. Okayama University)

[DS-8-03] Study on estimation of compaction effect using construction information by ground improvement

*Naoki Oda¹, Hidekatsu Takeuchi¹, Kenji Harada¹, Yuji Yamashita¹, Yu Otake² (1. Fudo Tetra Corporation, 2. Tohoku University)

[DS-8-04] Consideration of effective soil mechanical test combinations for constitutive model parameter estimation by particle swarm optimization

*TAKAYUKI SAKAI¹, Masaki Nakano¹ (1. Nagoya University)

[DS-8-05] Data Assimilation for Unsaturated Slope Groundwater Flow Infiltration Using the Ensemble Smoother

*Kenta Saito¹, Soma Watahiki¹, Atsuki Oba¹, Ryosuke Uzuoka² (1. KOZO KEIKAKU ENGINEERING, 2. Kyoto University)

[DS-8-06] Simultaneous estimation of geometry and spatial field using continuous Karhunen-Loève expansion and Hamiltonian Monte Carlo

*Tatsuya Shibata¹, Michael Conrad Koch¹, Kazunori Fujisawa¹ (1. Kyoto University)

[DS-8-07] Data Assimilation for Probabilistic Prediction of Final Settlement due to Reclaimed Artificial Island Construction on Holocene Clay Layers off Kobe

*MASAKI SHIGETA¹, Kazuhiro ODA¹, Yua Fujita¹, Shoko YAMAMOTO², Masahiro Kondoh², Toru Inui³ (1. Osaka Sangyo University, 2. WEST JAPAN CONSULTANTS COMPANY, 3. Osaka University)

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