arxivcs.LGmath.NA2026-07-01
Geometry-Aware R-Structured Kolmogorov-Arnold Networks
We propose a novel hybrid neural architecture, the Geometry-aware R-Structured Kolmogorov-Arnold Network (GRS-KAN), which integrates V.L.Rvachev's R-functions into the Kolmogorov-Arnold Network (KAN) framework. The proposed approach combines two complementary modeling mechanisms:…