Domain Mismatch

A core problem in polynomial KAN variants referring to the incompatibility between the bounded or semi-infinite domains on which orthogonal polynomials are defined and the unbounded real-valued inputs encountered in neural networks, leading to degraded numerical stability and reduced expressive capacity.