Japan Society of Civil Engineers 2026 Annual Meeting
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Presentation Information

1:30 PM - 1:40 PM JST(4:30 AM - 4:40 AM UTC)

[CS14-32]A Study on the Activation Function of Physics-informed Neural Network for One-Dimensional Percolation Flow Analysis

*Tomomi Yoshihira1, Yasunari Kijihira2, Shizuka Eshiro2, Tanawat Tangjarustritaratorn3, Yuusuke Miyazaki1 (1. Kansai University, 2. Kyoto University, 3. Chulalongkorn University)

Keywords:

Physics-Informed Neural Network (PINN),Unsaturated infiltration analysis,Activation function,Deep learning,Soil mositure characteristic curve

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