Approximation of the Riemann Zeta Function via MERA Tensor Networks: A Study of Convergence and Error Bounds Based on Mellin Operators

This paper presents a novel computational framework that maps the analytic continuation of the Riemann Zeta function in the critical strip onto Multiscale Entanglement Renormalization Ansatz (MERA) tensor networks via the Dirichlet Eta function and Mellin integral operators. We establish a formal unitary equivalence between a single-layer MERA coarse-graining step and the discretized Mellin operator (Lemma 3.1). Furthermore, we analytically derive the theoretical infrared fixed point from the critical polygamma curvature of the Riemann functional equation combined with the MERA metric pullback (Theorem 3.2). Finally, we provide exponential error bounds decoupled in network depth and bond dimension (Theorem 3.3), validated against numerical contractions () achieving a residual of .1.3e-5

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2026-08-13
DOI
https://doi.org/10.5281/zenodo.21923157
Primary Topic
Quantum many-body systems
Type
preprint
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preprint

Approximation of the Riemann Zeta Function via MERA Tensor Networks: A Study of Convergence and Error Bounds Based on Mellin Operators

Juan Arroyo
Zenodo (CERN European Organization for Nuclear Research)
Quantum many-body systems
preprint

Approximation of the Riemann Zeta Function via MERA Tensor Networks: A Study of Convergence and Error Bounds Based on Mellin Operators

Juan Arroyo
preprint en

Abstract

This paper presents a novel computational framework that maps the analytic continuation of the Riemann Zeta function in the critical strip onto Multiscale Entanglement Renormalization Ansatz (MERA) tensor networks via the Dirichlet Eta function and Mellin integral operators. We establish a formal unitary equivalence between a single-layer MERA coarse-graining step and the discretized Mellin operator (Lemma 3.1). Furthermore, we analytically derive the theoretical infrared fixed point from the critical polygamma curvature of the Riemann functional equation combined with the MERA metric pullback (Theorem 3.2). Finally, we provide exponential error bounds decoupled in network depth and bond dimension (Theorem 3.3), validated against numerical contractions () achieving a residual of .1.3e-5

Zenodo (CERN European Organization for Nuclear Research)
Reduced inequalities
Quantum many-body systems
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