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

• المؤلفون الرئيسيون: Yang, Haoqing, Shi, Chao, Zhang, Lulu
• مؤلفون آخرون: School of Civil and Environmental Engineering
• التنسيق: مقال
• اللغة: English
• منشور في: 2025
• الموضوعات: Engineering; Soil slope; Machine learning
• الوصول للمادة أونلاين: 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...