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Quantum Kolmogorov--Arnold representation theorem for continuous unitary-valued maps

Quantum Physics 2026-07-03 v1 Machine Learning Functional Analysis

Abstract

The classical Kolmogorov--Arnold representation theorem states that any continuous multivariate function can be exactly decomposed into a finite composition of univariate continuous functions and addition operations. This foundational result has recently inspired the development of Kolmogorov--Arnold Networks (KANs) in classical machine learning, as well as their extensions into the quantum domain (QKANs). In this paper, we establish two quantum analogues of the Kolmogorov--Arnold representation theorem for continuous unitary-valued maps of several variables within an open 11-neighbourhood of the identity matrix O1(I)U(n)O_1(\mathbf{I}) \subset \mathcal{U}(n). First, we prove a representation theorem that yields an exact additive decomposition inside the matrix exponent of anti-Hermitian-valued maps. Second, due to the non-commutative nature of quantum operators, we derive a factorised version expressing the target unitary map as a finite sequential product of univariate matrix exponentials. Finally, we provide a concrete topological counterexample based on the lifting property of SU(2)\mathcal{SU}(2) to demonstrate that these local representation theorems cannot be globally extended to the entire unitary group U(n)\mathcal{U}(n) without encountering fundamental structural obstructions.

Cite

@article{arxiv.2607.03187,
  title  = {Quantum Kolmogorov--Arnold representation theorem for continuous unitary-valued maps},
  author = {Sviatoslav V. Dzhenzher},
  journal= {arXiv preprint arXiv:2607.03187},
  year   = {2026}
}

Comments

10 pages, no figures

R2 v1 2026-07-22T20:24:25.107Z