Table 5 Details of tuned KAN topology for predicting Fc.

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

Network type

Kolmogorov-Arnold networks

Number of neurons in the input layer

3

Number of middle layer

1

Width N in the middle layer

6

Number of neurons in the output layer

1

Number of grid points

4

Optimizer

Limited-memory BFGS (L-BFGS) optimizer

Loss function

RMSE

Spline of order k

3

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