Universal Approximation of Nonlinear Operators and Their Derivatives.

arXiv:2605.15285v4 Announce Type: replace-cross Abstract: We show that Universal Approximation (UA) of nonlinear operators and their derivatives via Operator Learning (OL) architectures fails in ${C^k_F}$ (Fr\'echet) compact-open topologies and in Fr\'echet--S