Predicting the uplift capacity of circular anchors in frictional-cohesive soils using Kolmogorov-Arnold networks

Predicting the uplift capacity of circular anchors in frictional-cohesive soils using Kolmogorov-Arnold networks

Abstract This study investigates the uplift capacity of circular anchors embedded in frictional-cohesive soils under surcharge. The analysis focuses on three critical stability factors F c , F q , and F γ using Terzaghi’s principle of superposition to evaluate ultimate bearing capacity. These factor...

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Bibliographic Details
Main Authors: Tran Vu-Hoang, Tan Nguyen, Jim Shiau, Hung-Thinh Pham-Tran, Trung Nguyen-Thoi
Format: Article
Language:English
Published: Nature Portfolio 2025-04-01
Series:Scientific Reports
Subjects:
Uplift capacity
Frictional-cohesive soils
Terzaghi stability factors
Kolmogorov-Arnold networks (KAN)
Closed-form solution
Sensitivity analysis
Online Access:https://doi.org/10.1038/s41598-025-98945-6
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https://doi.org/10.1038/s41598-025-98945-6

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