Year: 2026
Type: article
Abstract: We study error-correction protocols in which a quantum channel encodes logical information into an enlarged Hilbert space through a one-dimensional random circuit with local gates. We consider both noise acting after the encoding step and noise affecting the encoding circuit itself. Using the coherent information, we show that in both settings the infinite-depth limit is governed by a universal random-matrix transition at a critical noise rate, separating a recoverable phase from one where information is lost. We then characterize the leading finite-depth deviations from this universal regime. When noise acts only after a unitary encoder, convergence to perfect encoding is exponential in circuit depth, although boundary effects can delay saturation beyond the design time. When the encoder itself is noisy, the relevant control parameter becomes the circuit fidelity, which replaces the Hashing bound, and convergence is only polynomial in depth.
Source: Physical Review Letters
DOI: 10.1103/drwg-dgb7
Institutions: Centre National de la Recherche Scientifique, Collège de France, Université Paris Sciences et Lettres, CY Cergy Paris Université, Laboratoire de Physique Théorique et Modélisation, University of Lisbon, Université Paris Cité, École Normale Supérieure - PSL, Sorbonne Université, Laboratoire de Physique de l'Ecole Normale Supérieure
Language: English
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
OpenAlex ID: W7204269000
