aiqbench analysis
This research advances quantum error correction by utilizing ZX-calculus to analyze holographic codes, offering new diagrammatic insights into logical operators and fault-tolerant channels. The study further explores connections between these mathematical structures and toy models of black holes via Rényi entropy calculations.
Holographic codes seen through ZX-calculus
arXiv:2601.04467v3 Announce Type: replace Abstract: We re-visit the pentagon holographic quantum error correcting code from a ZX-calculus perspective. By expressing the underlying tensors as ZX-diagrams, we study the stabiliser structure of the code via Pauli webs. In addition, we obtain a diagrammatic understanding of its logical operators, encoding isometries, R\'enyi entropy and toy models of black holes/wormholes. Then, motivated by the pentagon holographic code's ZX-diagram, we introduce a family of codes constructed from ZX-diagrams on its dual hyperbolic tessellations and study their logical error rates using belief propagation decoders. Finally, we show how to construct spacetime ZX-diagrams that realise a fault-tolerant quantum channel in which every internal edge is a protected fault location.
Abstract:We re-visit the pentagon holographic quantum error correcting code from a ZX-calculus perspective. By expressing the underlying tensors as ZX-diagrams, we study the stabiliser structure of the code via Pauli webs. In addition, we obtain a diagrammatic understanding of its logical operators, encoding isometries, Rényi entropy and toy models of black holes/wormholes. Then, motivated by the pentagon holographic code's ZX-diagram, we introduce a family of codes constructed from ZX-diagrams on its dual hyperbolic tessellations and study their logical error rates using belief propagation decoders. Finally, we show how to construct spacetime ZX-diagrams that realise a fault-tolerant quantum channel in which every internal edge is a protected fault location.
arXiv:2601.04467 [quant-ph]
(or arXiv:2601.04467v3 [quant-ph] for this version)
https://doi.org/10.48550/arXiv.2601.04467 Focus to learn more arXiv-issued DOI via DataCite
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website.
Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them.
Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Full text under the publisher's open licence · 197 words
Related coverage

Symmetry-enriched topological order in tensor networks: Defects, gauging and anyon condensation
Quantum Journal · Sep 1, 2026

Tariffs didn’t bring manufacturing jobs back to the US
The Verge · Jul 27, 2026
Links #5: 2026/07
LessWrong · Jul 31, 2026

What We're Up Against: An AI Safety Crash Course
LessWrong · Sep 24, 2026