Prediction of shear strain and excess pore water pressure response in liquefiable sands under cyclic loading using deep learning model

16:18 〜 16:30

[OS-35-05] Prediction of shear strain and excess pore water pressure response in liquefiable sands under cyclic loading using deep learning model

*Kaushik Jas¹, Amalesh Jana², G. R. Dodagoudar¹ (1. Indian Institute of Technology Madras, 2. Oregon State University)

キーワード：cyclic loading, liquefaction, laboratory tests database, shear strain, excess pore water pressure ratio, long short-term memory (LSTM)

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