Japan Society of Civil Engineers 2023 Annual Meeting

Presentation information

[共通セッション] 地震工学・地震災害

被害推定 (2)/機械学習

Thu. Sep 14, 2023 1:30 PM - 2:50 PM CS-8 (広島工業大 五日市キャンパス三宅の森Nexus21 711/広島大 東広島キャンパス工学部講義棟 B103)

Chair: Makoto Fujiu

2:30 PM - 2:40 PM

[CS10-53] Prediction Method for Stress-Strain Time Series in Liquefaction Process of Sandy Soil Based on Combination of Deep Learning and Mathematical Models

*Jacob Eisuke Shawback1, Jun Kurima2, Hiroyuki Goto3, Sumio Sawada3 (1. Kyoto University Graduate School, 2. The University of Tokyo, 3. Kyoto University)

Keywords:deep learning, machine learning, constitutive modeling, sandy soil, liquefaction

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