Longqiang Han

A Critical Evaluation of Kolmogorov–Arnold Networks for Shear-Wave Slowness Prediction from Well Logs

Kolmogorov–Arnold networks (KANs) are increasingly applied to well-log and reservoir problems, but their evaluation protocols rarely control preprocessing leakage, replicate comparators across seeds, or test depth-shifted generalization. This study evaluates a KAN for predicting...