Quantum Complexity and Chaos in Many-Qudit Doped Clifford Circuits

Beatrice Magni and Xhek Turkeshi

Institut für Theoretische Physik, Universität zu Köln, Zülpicher Strasse 77, 50937 Köln, Germany

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Abstract

We investigate the emergence of quantum complexity and chaos in doped Clifford circuits acting on qudits of odd prime dimension $d$. Using doped Clifford Weingarten calculus and a replica tensor network formalism, we derive exact results and perform large-scale simulations in regimes challenging for tensor network and Pauli-based methods. We begin by analyzing generalized stabilizer entropies, computable magic monotones in many-qudit systems, and identify a dynamical phase transition in the doping rate, marking the breakdown of classical simulability and the onset of Haar-random behavior. The critical behavior is governed by the qudit dimension and the magic content of the non-Clifford gate. Using the qudit $T$-gate as a benchmark, we show that higher-dimensional qudits converge faster to Haar-typical stabilizer entropies. For qutrits ($d=3$), analytical predictions match numerics on brickwork circuits, showing that locality plays a limited role in magic spreading. We also examine anticoncentration and entanglement growth, showing that $O(\log N)$ non-Clifford gates suffice for approximating Haar expectation values to precision $\varepsilon$, and relate antiflatness measures to stabilizer entropies in qutrit systems. Finally, we analyze out-of-time-order correlators and show that a finite density of non-Clifford gates is needed to induce chaos, with a sharp transition fixed by the local dimension, twice that of the magic transition. Altogether, these results establish a unified framework for diagnosing complexity in doped Clifford circuits and deepen our understanding of resource theories in multiqudit systems.

To outperform classical simulation, quantum circuits require “magic”—non-Clifford resources that are computationally expensive to simulate. This work investigates the emergence of complexity in “doped” Clifford circuits acting on qudits (quantum digits with dimension $d \ge 3$). We identify a dynamical phase transition governed by the doping rate of non-Clifford gates: below a critical threshold $q_c$, the system remains simulable; above it, the system rapidly converges to hard, universal behavior.

We find that local dimension matters: higher-dimensional qudits reach this complexity threshold faster than standard qubits. Furthermore, we distinguish between two complexity regimes, showing that the resource cost to maximize “magic” is exactly half the cost required to induce full quantum chaos (scrambling). These scaling laws hold for both global random circuits and local brickwork architectures, providing a unified framework for diagnosing complexity in multi-level quantum processors.

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[6] Daniele Iannotti, Lorenzo Campos Venuti, and Alioscia Hamma, "Van Hove singularities in stabilizer entropy densities", Journal of Physics A: Mathematical and Theoretical 59 7, 075301 (2026).

[7] Beatrice Magni, Markus Heinrich, Lorenzo Leone, and Xhek Turkeshi, "Anticoncentration and state design of doped real Clifford circuits and tensor networks", Physical Review A 113 6, 062446 (2026).

[8] Sergi Masot-Llima, Piotr Sierant, Paolo Stornati, and Artur Garcia-Saez, "Limits of Clifford disentangling in tensor network states", Physical Review B 114 2, 024311 (2026).

[9] Lennart Bittel and Lorenzo Leone, "Operational interpretation of the Stabilizer Entropy", Quantum 10, 2069 (2026).

[10] Hari Timsina, Yi-Ming Ding, Emanuele Tirrito, Poetri Sonya Tarabunga, Bin-Bin Mao, Mario Collura, Zheng Yan, and Marcello Dalmonte, "Robustness of nonstabilizerness in the quantum Ising chain via quantum Monte Carlo tomography", Physical Review B 112 16, 165135 (2025).

[11] Emanuele Tirrito, Luca Lumia, Alessio Paviglianiti, Guglielmo Lami, Alessandro Silva, Xhek Turkeshi, and Mario Collura, "Magic phase transitions in monitored gaussian fermions", arXiv:2507.07179, (2025).

[12] Ritu Nehra, Poetri Sonya Tarabunga, Martina Frau, Mario Collura, Emanuele Tirrito, and Marcello Dalmonte, "Topological magic response in quantum spin chains", arXiv:2512.16673, (2025).

[13] Hugo Lóio, Guglielmo Lami, Lorenzo Leone, Max McGinley, Xhek Turkeshi, and Jacopo De Nardis, "Quantum State Designs via Magic Teleportation", arXiv:2510.13950, (2025).

[14] Emanuele Tirrito, Xhek Turkeshi, and Piotr Sierant, "Anticoncentration and Nonstabilizerness Spreading under Ergodic Quantum Dynamics", Physical Review Letters 135 22, 220401 (2025).

[15] Neil Dowling, Jacopo De Nardis, Markus Heinrich, Xhek Turkeshi, and Silvia Pappalardi, "Free Independence and Unitary Design from Random Matrix Product Unitaries", arXiv:2508.00051, (2025).

[16] Beatrice Magni, Alexios Christopoulos, Andrea De Luca, and Xhek Turkeshi, "Anticoncentration in Clifford Circuits and Beyond: From Random Tensor Networks to Pseudomagic States", Physical Review X 15 3, 031071 (2025).

[17] Alessio Paviglianiti, Luca Lumia, Emanuele Tirrito, Alessandro Silva, Mario Collura, Xhek Turkeshi, and Guglielmo Lami, "Emergence of Generic Entanglement Structure in Doped Matchgate Circuits", Physical Review Letters 136 2, 020403 (2026).

[18] Ha Eum Kim, Andrew D. Kim, and Jong Yeon Lee, "Liouvillian Gap in Dissipative Haar-Doped Clifford Circuits", arXiv:2602.03234, (2026).

[19] Caroline E. P. Robin and Martin J. Savage, "Quantum Complexity and New Directions in Nuclear Physics and High-Energy Physics Phenomenology", arXiv:2604.26376, (2026).

[20] Arman Sauliere, Beatrice Magni, Guglielmo Lami, Xhek Turkeshi, and Jacopo De Nardis, "Universality in the anticoncentration of chaotic quantum circuits", Physical Review B 112 13, 134312 (2025).

[21] Ben Harper, Azar C. Nakhl, Thomas Quella, Martin Sevior, and Muhammad Usman, "GCAMPS: A Scalable Classical Simulator for Qudit Systems", arXiv:2511.06672, (2025).

The above citations are from Crossref's cited-by service (last updated successfully 2026-08-10 12:09:16) and SAO/NASA ADS (last updated successfully 2026-08-10 12:09:18). The list may be incomplete as not all publishers provide suitable and complete citation data.