Spectral Properties Versus Magic Generation in $T$-doped Random Clifford Circuits

TL;DR

This paper investigates how doping Clifford circuits with T-gates affects their spectral properties and magic generation, revealing that magic is a more sensitive complexity indicator than spectral chaos.

Contribution

It provides a detailed analysis of the transition from spectral degeneracy to chaos and characterizes magic generation as a function of T-gate number in random Clifford circuits.

Findings

T-gate doping induces exponential transition to chaos.

Magic increases linearly with T-gates and converges to Haar-random behavior.

Magic is a more sensitive indicator of complexity than spectral properties.

Abstract

We study the emergence of complexity in deep random $N$-qubit $T$-gate doped Clifford circuits, as reflected in their spectral properties and in magic generation, characterized by the stabilizer R\'enyi entropy distribution and the non-stabilizing power of the circuit. For pure (undoped) Clifford circuits, a unique periodic orbit structure in the space of Pauli strings implies peculiar spectral correlations and level statistics with large degeneracies. $T$-gate doping induces an exponentially fast transition to chaotic behavior, described by random matrix theory. We compare these complexity indicators with magic generation properties of the Clifford+$T$ ensemble, and determine the distribution of magic, as well as the average non-stabilizing power of the quantum circuit ensemble. In the dilute limit, $N_T \ll N$, magic generation is governed by single-qubit behavior. Magic is generated in approximate quanta, increases approximately linearly with the number of $T$-gates, $N_T$, and displays a discrete distribution for small $N_T$. At $N_T\approx N$, the distribution becomes quasi-continuous, and for $N_T\gg N$ it converges to that of Haar-random unitaries, and averages to a finite magic density, $m_2$, $\lim_{N\to\infty} \langle m_2 \rangle_\text{Haar} = 1$. This is in contrast to the spectral transition, where ${\cal O} (1)$ $T$-gates suffice to remove spectral degeneracies and to induce a transition to chaotic behavior in the thermodynamic limit. Magic is therefore a more sensitive indicator of complexity.