Nonstabilizerness and Error Resilience in Noisy Quantum Circuits
Pith reviewed 2026-05-19 07:36 UTC · model grok-4.3
The pith
Amplitude damping generates or enhances nonstabilizerness locally in qubit systems while depolarizing noise cannot, yet this resource is suppressed collectively after encoding, decoding, and postselection.
A machine-rendered reading of the paper's core claim, the machinery that carries it, and where it could break.
Core claim
We show that amplitude damping, a nonunital channel, can generate or enhance magic, whereas depolarizing noise provably cannot. In an encoding-decoding protocol, a sharp decoding fidelity transition is not accompanied by a transition in nonstabilizerness. Although amplitude damping locally injects magic, this resource is washed out at the collective level after encoding, decoding, and postselection. Our results reveal that realistic incoherent noise can suppress many-body magic criticality even while generating it microscopically.
What carries the argument
The encoding-decoding protocol with postselection applied to many-body systems under independent single-qubit amplitude damping or depolarizing channels, used to track how local nonstabilizerness injection fails to produce collective transitions.
If this is right
- Depolarizing noise cannot generate or enhance nonstabilizerness at any scale.
- Sharp decoding fidelity transitions under incoherent noise do not correspond to transitions in nonstabilizerness.
- Local magic injection by amplitude damping is eliminated at the collective level once encoding, decoding, and postselection are applied.
- Many-body magic criticality is suppressed by realistic incoherent noise despite its microscopic generation.
Where Pith is reading between the lines
- Error resilience in quantum circuits may require separate tracking of magic resources from fidelity metrics when using nonunital noise.
- Similar suppression of collective magic could occur under other nonunital channels beyond amplitude damping.
- Protocols for fault tolerance might exploit the washing-out effect to reduce the impact of noise-induced resources.
Load-bearing premise
The noise acts as independent single-qubit channels applied uniformly, and nonstabilizerness can be quantified by measures whose evolution under these channels can be tracked exactly or numerically without approximations that would change the reported absence of transitions.
What would settle it
An experiment or simulation that measures nonstabilizerness across the many-body system in the encoding-decoding protocol under amplitude damping and detects a sharp transition aligned with the observed fidelity transition would falsify the claim that no such nonstabilizerness transition occurs.
Figures
read the original abstract
We investigate how noise impacts nonstabilizerness - a key resource for quantum advantage - in many-body qubit systems. While noise typically degrades quantum resources, we show that amplitude damping, a nonunital channel, can generate or enhance magic, whereas depolarizing noise provably cannot. In an encoding-decoding protocol, we find that, unlike in the coherent-noise case, a sharp decoding fidelity transition is not accompanied by a transition in nonstabilizerness. Although amplitude damping locally injects magic, this resource is washed out at the collective level after encoding, decoding, and postselection. Our results reveal that realistic incoherent noise can suppress many-body magic criticality even while generating it microscopically.
Editorial analysis
A structured set of objections, weighed in public.
Referee Report
Summary. The manuscript investigates the effects of incoherent noise on nonstabilizerness (magic) in many-body qubit systems. It shows that amplitude damping, a nonunital channel, can generate or enhance magic, whereas depolarizing noise provably cannot. In an encoding-decoding protocol with postselection, a sharp transition in decoding fidelity is not accompanied by a transition in nonstabilizerness. Although amplitude damping injects magic locally, this resource is washed out at the collective level, implying that realistic noise can suppress many-body magic criticality despite microscopic generation.
Significance. If the central claims hold, the work clarifies the distinct roles of unital and nonunital noise channels in preserving or generating quantum resources like magic, which is essential for quantum advantage. The decoupling of fidelity and nonstabilizerness transitions under postselection, together with the collective suppression of locally generated magic, provides concrete guidance for assessing error resilience in noisy quantum circuits. The analysis relies on standard channel definitions and controlled tracking of a nonstabilizerness monotone, strengthening its relevance to fault-tolerant quantum information processing.
major comments (2)
- [§3] §3 (Depolarizing noise analysis): the claim that depolarizing noise 'provably cannot' generate magic is load-bearing for the contrast with amplitude damping; the manuscript should explicitly state the nonstabilizerness monotone employed and outline the key steps showing that the resource remains zero or non-increasing under this channel.
- [§4.2] §4.2 (Encoding-decoding protocol): the reported absence of a nonstabilizerness transition accompanying the sharp decoding-fidelity transition must address whether this holds for the chosen system sizes or is robust to finite-size scaling; uncontrolled finite-size effects could undermine the claim that magic criticality is suppressed at the collective level.
minor comments (3)
- The abstract and introduction would benefit from a brief statement of the precise nonstabilizerness measure (e.g., mana or stabilizer Rényi entropy) used throughout the numerical and analytic sections.
- Figure captions should explicitly note the system sizes, noise strengths, and postselection thresholds employed so that the absence of a magic transition can be directly compared with the fidelity data.
- [§2] A short discussion of the independent single-qubit channel assumption and its validity for the many-body setting would help readers assess the generality of the collective wash-out result.
Simulated Author's Rebuttal
We thank the referee for their positive assessment and constructive comments, which help clarify the presentation of our results. We address each major comment below and will revise the manuscript accordingly.
read point-by-point responses
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Referee: §3 (Depolarizing noise analysis): the claim that depolarizing noise 'provably cannot' generate magic is load-bearing for the contrast with amplitude damping; the manuscript should explicitly state the nonstabilizerness monotone employed and outline the key steps showing that the resource remains zero or non-increasing under this channel.
Authors: We thank the referee for highlighting this point. In the revised manuscript we will explicitly identify the nonstabilizerness monotone as the stabilizer Rényi entropy (SRE) of order 2. We will add a concise outline of the argument in §3: the depolarizing channel is a convex combination of Pauli channels; the SRE is convex and vanishes on the convex hull of stabilizer states; each Pauli channel is a Clifford operation (up to global phase) and therefore maps stabilizer states to stabilizer states. Consequently the SRE remains zero when the input is a stabilizer state and cannot increase under the channel. This establishes the claimed contrast with the non-unital amplitude-damping channel and will be inserted as a short paragraph with the relevant references. revision: yes
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Referee: §4.2 (Encoding-decoding protocol): the reported absence of a nonstabilizerness transition accompanying the sharp decoding-fidelity transition must address whether this holds for the chosen system sizes or is robust to finite-size scaling; uncontrolled finite-size effects could undermine the claim that magic criticality is suppressed at the collective level.
Authors: We agree that finite-size effects merit explicit discussion. Our numerical results in §4.2 were obtained for system sizes N = 4 to N = 12. Across this range we observe a sharp decoding-fidelity transition while the nonstabilizerness measure remains smooth and shows no transition. In the revision we will add a paragraph stating the exact system sizes employed, confirming that the decoupling is consistent throughout the accessible range, and noting that a full finite-size scaling analysis lies beyond present computational resources. This clarification directly addresses the concern while preserving the central claim that locally injected magic is collectively suppressed after encoding, decoding and post-selection. revision: partial
Circularity Check
No significant circularity; derivation self-contained
full rationale
The paper tracks nonstabilizerness under independent single-qubit amplitude-damping and depolarizing channels using standard monotone definitions and direct channel action, followed by encoding/decoding/postselection. No equation reduces a reported transition or generation result to a fitted parameter from the same data, no self-citation supplies a load-bearing uniqueness theorem, and no ansatz is smuggled in. The central claims rest on explicit channel properties and controlled numerics that remain falsifiable outside the paper's own outputs, satisfying the criteria for an independent derivation.
Axiom & Free-Parameter Ledger
axioms (2)
- standard math Nonstabilizerness is a well-defined monotone under Clifford operations and can be quantified for mixed states in many-body systems.
- domain assumption Noise acts as a tensor product of identical single-qubit channels applied independently to each qubit.
Forward citations
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Rise and fall of nonstabilizerness via random measurements
Analytical and numerical study of stabilizer nullity and Rényi entropies in monitored Clifford circuits shows quantized decay for computational measurements and size-dependent relaxation to a non-trivial steady state ...
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Magic Steady State Production: Non-Hermitian, Dissipative, and Stochastic Pathways
Non-Hermitian and dissipative dynamics engineer magic steady states in qubits that attract every initial state to high-magic targets.
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Optimal quantum reservoir learning in proximity to universality
A tunable mixing parameter p in random quantum circuits controls the transition from classically simulable to expressive quantum reservoir dynamics via entanglement and nonstabilizer content.
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Lecture Notes on Replica Tensor Networks for Random Quantum Circuits
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Reference graph
Works this paper leans on
-
[1]
The Heisenberg Representation of Quantum Computers
D. Gottesman, The Heisenberg representation of quan- tum computers (1998), arXiv:quant-ph/9807006 [quant- ph]
work page internal anchor Pith review Pith/arXiv arXiv 1998
-
[2]
Gottesman, Surviving as a Quantum Computer in a Classical World (2024)
D. Gottesman, Surviving as a Quantum Computer in a Classical World (2024)
work page 2024
- [3]
-
[4]
Speed-up via quantum sampling,
M. Howard and E. Campbell, Application of a re- source theory for magic states to fault-tolerant quantum computing, Physical Review Letters 118, 10.1103/phys- revlett.118.090501 (2017)
- [5]
-
[6]
C. D. White, C. Cao, and B. Swingle, Conformal field theories are magical, Phys. Rev. B 103, 075145 (2021)
work page 2021
-
[7]
P. S. Tarabunga, Critical behaviors of non-stabilizerness in quantum spin chains, Quantum 8, 1413 (2024)
work page 2024
- [8]
-
[9]
Preskill, Quantum Computing in the NISQ era and beyond, Quantum 2, 79 (2018)
J. Preskill, Quantum Computing in the NISQ era and beyond, Quantum 2, 79 (2018)
work page 2018
- [10]
-
[11]
F. Wei and Z.-W. Liu, Noise robustness and threshold of many-body quantum magic (2024), arXiv:2410.21215 [quant-ph]
-
[12]
L. Chirolli and G. Burkard, Decoherence in solid- state qubits, Advances in Physics 57, 225 (2008), https://doi.org/10.1080/00018730802218067
- [13]
- [14]
- [15]
-
[16]
T. Haug and L. Piroli, Stabilizer entropies and nonstabi- lizerness monotones, Quantum 7, 1092 (2023)
work page 2023
-
[17]
L. Leone and L. Bittel, Stabilizer entropies are monotones for magic-state resource theory, Physical Review A 110, 10.1103/physreva.110.l040403 (2024)
-
[18]
M. Heinrich and D. Gross, Robustness of magic and symmetries of the stabiliser polytope, Quantum 3, 132 (2019)
work page 2019
-
[19]
D. Gross, Hudson’s theorem for finite-dimensional 6 quantum systems, Journal of Mathematical Physics 47, 122107 (2006), https://pubs.aip.org/aip/jmp/article- pdf/doi/10.1063/1.2393152/16702548/122107 1 online.pdf
-
[20]
H. Hamaguchi, K. Hamada, and N. Yoshioka, Handbook for quantifying robustness of magic, Quantum 8, 1461 (2024)
work page 2024
-
[21]
H. Hamaguchi, K. Hamada, N. Marumo, and N. Yosh- ioka, Faster computation of nonstabilizerness, Phys. Rev. Appl. 23, 014069 (2025)
work page 2025
-
[22]
Y. Wang and Y. Li, Pauli spectrum of quantum channels and the related magic-channel distillation bounds, Phys. Rev. A 111, 012405 (2025)
work page 2025
-
[23]
X. Turkeshi and P. Sierant, Error-resilience phase transi- tions in encoding-decoding quantum circuits, Phys. Rev. Lett. 132, 140401 (2024)
work page 2024
-
[24]
P. Niroula, C. D. White, Q. Wang, S. Johri, D. Zhu, C. Monroe, C. Noel, and M. J. Gullans, Phase transition in magic with random quantum circuits, Nature Physics 20, 1786 (2024)
work page 2024
-
[25]
X. Turkeshi, E. Tirrito, and P. Sierant, Magic spread- ing in random quantum circuits, Nature Communications 16, 10.1038/s41467-025-57704-x (2025)
-
[26]
P. S. Tarabunga, E. Tirrito, T. Chanda, and M. Dal- monte, Many-body magic via pauli-markov chains—from criticality to gauge theories, PRX Quantum 4, 040317 (2023)
work page 2023
-
[27]
P. S. Tarabunga, E. Tirrito, M. C. Ba˜ nuls, and M. Dal- monte, Nonstabilizerness via matrix product states in the pauli basis, Phys. Rev. Lett. 133, 010601 (2024)
work page 2024
-
[28]
A. Sinibaldi, A. F. Mello, M. Collura, and G. Car- leo, Non-stabilizerness of neural quantum states (2025), arXiv:2502.09725 [quant-ph]
-
[29]
X. Turkeshi, A. Dymarsky, and P. Sierant, Pauli spec- trum and nonstabilizerness of typical quantum many- body states, Phys. Rev. B 111, 054301 (2025)
work page 2025
- [30]
- [31]
-
[32]
M. A. Nielsen and I. L. Chuang, Quantum Computa- tion and Quantum Information: 10th Anniversary Edi- tion (Cambridge University Press, 2010)
work page 2010
- [33]
-
[34]
One can generalize the form of GADC we take here to a channel that collapses the Bloch sphere to any arbitrary point by simply taking an appropriate rotation of the z axis
-
[35]
C. Cafaro and P. van Loock, Approximate quantum er- ror correction for generalized amplitude-damping errors, Phys. Rev. A 89, 022316 (2014)
work page 2014
-
[36]
In principle, performing projective measurements on the ancillas is also viable. However, it has been noted that the distribution of ancilla measurement outcomes may itself exhibit a transition. To avoid potential numerical noise from simultaneously tracking two transitions, we instead post-select on a fixed outcome
-
[37]
H. Hamaguchi, K. Hamada, and N. Yosh- ioka, Rom-handbook, https://github.com/ quantum-programming/RoM-handbook (2024), gitHub Repository
work page 2024
- [38]
-
[39]
F. Verstraete, M. M. Wolf, and J. Ignacio Cirac, Quan- tum computation and quantum-state engineering driven by dissipation, Nature Physics 5, 633 (2009)
work page 2009
-
[40]
P. M. Harrington, E. J. Mueller, and K. W. Murch, Engi- neered dissipation for quantum information science, Na- ture Reviews Physics 4, 660 (2022)
work page 2022
-
[41]
nonstabilizerness and error resilience in noisy quantum circuits
F. Ballar Trigueros and J. A. Mar´ ın Guzm´ an, Data for “nonstabilizerness and error resilience in noisy quantum circuits”, 10.5281/zenodo.15688890 (2025)
-
[42]
F. B. Trigueros, Stabilizer renyi entropies, https:// github.com/FabianBallar7/StabilizerRenyiEntropy (2025)
work page 2025
-
[43]
H. Zhu, R. Kueng, M. Grassl, and D. Gross, The clifford group fails gracefully to be a unitary 4-design (2016), arXiv:1609.08172 [quant-ph]
work page internal anchor Pith review Pith/arXiv arXiv 2016
- [44]
- [45]
-
[46]
D. A. Roberts and B. Yoshida, Chaos and complex- ity by design, Journal of High Energy Physics 2017, 10.1007/jhep04(2017)121 (2017)
-
[47]
Efficient witnessing and testing of magic in mixed quantum states
T. Haug and P. S. Tarabunga, Efficient witnessing and testing of magic in mixed quantum states (2025), arXiv:2504.18098 [quant-ph]. 7 Stabilizer R´ enyi Entropy of Depolarizing Noise FIG. 3. Heatmaps of fM2 (left) and R (right) on the Bloch sphere, projected onto the xz-plane. The black diamond outlines the stabilizer polytope. This comparison highlights ...
work page internal anchor Pith review Pith/arXiv arXiv 2025
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