The 58th Annual Meeting of the Japan National Conference on Geotechnical Engineering

Presentation information

一般セッション

4. 地盤挙動 (地震時の地盤挙動を除く)

圧密・沈下

Tue. Jul 11, 2023 9:00 AM - 10:30 AM 第12会場 (503)

座長:大矢 陽介(港湾空港技術研究所)

[11-12-1-03] One-dimensional consolidation simulation using Physics-Informed Neural Networks

*Takuya Miki1, Sokkheang Sreng1, Atsushi Mori1, Seiichi Sato1, Shinichi Ito2 (1. Nippon Koei Co. Ltd, 2. Ritsumeikan Univ.)

Keywords:Machine Learning, Surrogate Model, Consolidation

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