Ensemble learning of soil–water characteristic curve for unsaturated seepage using physics-informed neural networks

• Main Authors: Yang, Haoqing, Shi, Chao, Zhang, Lulu
• 其他作者: School of Civil and Environmental Engineering
• 格式: Article
• 語言: English
• 出版: 2025
• 主題: Engineering; Soil slope; Machine learning
• 在線閱讀: https://hdl.handle.net/10356/182003

The determination of the soil–water characteristic curve (SWCC) is crucial for hydro-mechanical modelling and analysis of soil slopes. Conventional inverse analysis often relies on a predetermined SWCC model for parameter estimation. However, the selection of SWCC functions heavily relies on enginee...