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

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

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...

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Bibliographic Details
Main Authors: Yang, Haoqing, Shi, Chao, Zhang, Lulu
Other Authors: School of Civil and Environmental Engineering
Format: Journal Article
Language:English
Published: 2025
Subjects:
Engineering
Soil slope
Machine learning
Online Access:https://hdl.handle.net/10356/182003

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