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arXiv:2610.40827

Witnessing and quantifying stellar rank with the Wigner function

Oliver Hahn, Alex Maltesson, Varun Upreti, Marike Ellerbroek, Alessandro Ferraro, Saleh Rahimi-Keshari, Ulysse Chabaud, Giulia Ferrini

quant-phSubmitted Oct 29, 2026• Announced Nov 2, 2026
arXivHTMLPDF

Abstract

Quantifying non-Gaussianity is essential for assessing the computational power of bosonic quantum systems. We introduce a framework to witness and quantify non-Gaussianity from displaced parity measurements, and we directly apply it to experimental data obtained with superconducting cavities. Our method estimates fidelities with target pure states from the displaced parity measurements, enabling certification of non-Gaussianity via the stellar rank. We further introduce refined witnesses computed by measuring the value of the Wigner function at a few points, providing efficient certification tools outperforming existing ones. Applying these techniques to Fock, binomial, cat, and GKP experimental data, we rigorously certify non-Gaussian resources and establish a stellar rank of $8$ for a GKP state, setting a new benchmark across all quantum platforms. Our methods enable a rigorous quantification of non-Gaussian quantum resources directly applicable to superconducting devices.

AI Summary

The paper studies how to quantify bosonic non-Gaussianity through stellar-rank lower bounds using displaced-parity measurements, without full tomography. It develops fidelity-based, few-point, and phase-averaged witnesses adapted to platforms with direct access to the Wigner function. The fidelity method combines importance sampling from the absolute target-state Wigner function with previously defined stellar-fidelity thresholds. For one mode, the stated sample bound is $N\leq 8\|W_\psi\|_1^2\epsilon^{-2}\log(1/\delta)$ for additive error $\epsilon$ and failure probability $\delta$. Retrospective simulations using reconstructed superconducting-cavity density matrices yield stellar-rank lower bounds of $4$ for a binomial state, $1$ for an odd cat, and $8$ for a GKP state with $\Delta=0.35$. Few-point witnesses are weighted sums of displaced parity, with rank-dependent thresholds obtained by optimizing truncated-operator eigenvalues over Gaussian transformations. Five settings detect rank at least $4$ for the experimental binomial state and $4$ for the GKP state; four settings detect rank at least $2$ for the cat. For equal-and-opposite two-point weights, thresholds are independent of point locations, and the optimal expectation equals $\pi/4$ times the Wigner-function range. Phase averaging exploits rotational symmetry and reduces threshold optimization from four real parameters to three. The applications use reconstructed states rather than new direct measurement records. Crucially, numerical thresholds involve nonconvex optimization without global-optimality certificates, so the reported rank bounds are numerical evidence rather than unconditional rigorous certifications. Further limitations include target-dependent witness design, sensitivity to loss and displacement errors, and single-mode demonstrations; multimode generalization remains open.

Some signs of AI-generated textAI use disclosedOverclaimsPossible errorUnclear writing
AI was used to find a compact expression after a more involved expression was derived manually in appendix \ref{ap:proofII}; Claude Code has been used to optimise the numerical codes used to derive the results.

Central claim may not hold: The numerical stellar-fidelity and few-point thresholds lack certified upper bounds, so exceeding them does not rigorously exclude all lower-stellar-rank states. The experimental benchmark comes from simulated measurements on reconstructed density matrices without propagating reconstruction uncertainty into the claimed certification confidence. The fidelity estimator is missing a factor of pi^m and therefore estimates F/pi^m rather than F under the paper's stated Wigner-function convention. The applications subtract epsilon/2 despite stating an additive error guarantee of epsilon, so their lower confidence bounds do not follow from that guarantee.

Written by gpt-6.1-sol from the paper's full text. Automated: it can be wrong.

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Quantifying non-Gaussianity is essential for assessing the computational power of bosonic quantum systems. We introduce a framework to witness and quantify non-Gaussianity from displaced parity measurements, and we directly apply it to experimental data obtained with superconducting cavities. Our method estimates fidelities with target pure states from the displaced parity measurements, enabling certification of non-Gaussianity via the stellar rank. We further introduce refined witnesses computed by measuring the value of the Wigner function at a few points, providing efficient certification tools outperforming existing ones. Applying these techniques to Fock, binomial, cat, and GKP experimental data, we rigorously certify non-Gaussian resources and establish a stellar rank of 888 for a GKP state, setting a new benchmark across all quantum platforms. Our methods enable a rigorous quantification of non-Gaussian quantum resources directly applicable to superconducting devices.
The paper studies how to quantify bosonic non-Gaussianity through stellar-rank lower bounds using displaced-parity measurements, without full tomography. It develops fidelity-based, few-point, and phase-averaged witnesses adapted to platforms with direct access to the Wigner function.
The fidelity method combines importance sampling from the absolute target-state Wigner function with previously defined stellar-fidelity thresholds. For one mode, the stated sample bound is N≤8∥Wψ∥12ϵ−2log⁡(1/δ)N\leq 8\|W_\psi\|_1^2\epsilon^{-2}\log(1/\delta)N≤8∥Wψ​∥12​ϵ−2log(1/δ) for additive error ϵ\epsilonϵ and failure probability δ\deltaδ. Retrospective simulations using reconstructed superconducting-cavity density matrices yield stellar-rank lower bounds of 444 for a binomial state, 111 for an odd cat, and 888 for a GKP state with Δ=0.35\Delta=0.35Δ=0.35.
Few-point witnesses are weighted sums of displaced parity, with rank-dependent thresholds obtained by optimizing truncated-operator eigenvalues over Gaussian transformations. Five settings detect rank at least 444 for the experimental binomial state and 444 for the GKP state; four settings detect rank at least 222 for the cat. For equal-and-opposite two-point weights, thresholds are independent of point locations, and the optimal expectation equals π/4\pi/4π/4 times the Wigner-function range. Phase averaging exploits rotational symmetry and reduces threshold optimization from four real parameters to three.
The applications use reconstructed states rather than new direct measurement records. Crucially, numerical thresholds involve nonconvex optimization without global-optimality certificates, so the reported rank bounds are numerical evidence rather than unconditional rigorous certifications. Further limitations include target-dependent witness design, sensitivity to loss and displacement errors, and single-mode demonstrations; multimode generalization remains open.
Quantum non-Gaussian states and operations serve as fundamental resources for universal quantum computation, error correction, and high-precision metrology, extending beyond the Gaussian limits. While the stellar rank provides a rigorous hierarchical measure of non-Gaussianity, it remains challenging to determine experimentally. Conversely, witnesses of non-Gaussian features, based on the expectation values and variances of measurable observables, offer an accessible method for certifying non-Gaussian behavior but lack a direct connection to stellar rank. In this work, we establish a quantitative connection between these witnesses and stellar rank, demonstrating that the former can provide certifiable lower bounds on stellar rank. We introduce normalized expectation value and variance-based quantifiers and show that these witnesses form a consistent hierarchy of thresholds corresponding to stellar rank. Our results bridge the gap between abstract hierarchical measures and experimentally accessible quantifiers, enabling scalable certification of non-Gaussian states.
Non-Gaussian interactions are a key ingredient for achieving universality in continuous-variable quantum computation, yet their experimental characterization and the validation of their correct implementation remain challenging tasks. In this work, we focus on a three-mode non-Gaussian trilinear Hamiltonian that has recently been realized in superconducting microwave platforms, and present a comprehensive theoretical analysis of the computational resources it generates, together with experimentally accessible protocols to validate their presence. We systematically investigate its ability to generate two key resources for quantum computation: multipartite entanglement and Wigner negativity. In particular, using displaced-parity Bell tests, we demonstrate the generation of nonlocal states and thereby provide an operational certification of multipartite entanglement in the non-Gaussian states produced by the dynamics. We further quantify the Wigner logarithmic negativity and benchmark it against that of established non-Gaussian resource states. Building on this resource-based characterization, we introduce a measurement-efficient protocol for the experimental validation of the Hamiltonian implementation without requiring full reconstruction of the Wigner function. The protocol combines the measurement of zero-variance observables (nullifiers and stabilizers) with a limited number of targeted phase-space measurements, leading to a drastic reduction of the experimental overhead.
State conversion is a fundamental task in quantum information processing. Quantum resource theories allow for analyzing and bounding conversions that use restricted sets of operations. In the context of continuous-variable systems, state conversions restricted to Gaussian operations are crucial for both fundamental and practical reasons, particularly in state preparation and quantum computing with bosonic codes. However, previous analysis did not consider the relevant case of approximate state conversion. In this work, we introduce a framework for assessing approximate Gaussian state conversion by extending the stellar rank to the approximate stellar rank, which serves as an operational measure of non-Gaussianity. We derive bounds for Gaussian state conversion and distillation under approximate and probabilistic conditions, yielding new no-go results for non-Gaussian state preparation and enabling a reliable assessment of the performance of Gaussian conversion protocols. We also provide an open-source Python library to compute stellar-rank-related quantities and to assess Gaussian conversion.
Non-Gaussian quantum states and operations constitute essential resources for achieving quantum computational advantage and enabling quantum error correction in bosonic platforms. However, their generation in optical settings remains a challenging experimental task, often relying on probabilistic heralded protocols. Here, we present an in-depth analysis of the suitability of photon catalysis between low number Fock states and squeezed states for the generation of squeezed coherent state superpositions. We employ the stellar rank formalism to characterize the non-Gaussian complexity of input resources (including both states and measurements) and the generated states. This enables a systematic comparison of the fidelity between the catalyzed output and the target states to the maximum fidelity achievable by any protocol with the same non-Gaussian input resources. In this sense, we identify instances where the catalysis protocols considered here are provably optimal. We identify parameter regimes in which high-fidelity approximations of the target states can be achieved with minimal resources. Furthermore, we benchmark the performance of photon catalysis against Gaussian boson sampling-inspired protocols in terms of success probability and state quality, highlighting the advantages of deterministic Fock state sources. We also investigate the generation of related non-Gaussian resources including squeezed Fock states, relevant for quantum error correction. To account for experimental imperfections, we model losses across all optical modes using a Hilbert space truncation approach in the Fock basis and analyze the robustness of the generated states under realistic conditions. Our results quantify the trade-offs between non-Gaussian resource complexity, achievable fidelity, and losses in photon catalysis protocols, providing practical guidelines for near-term photonic implementations.
Bosonic quantum error correction (QEC) relies on non-Gaussian bosonic encodings whose preparation cost is a central practical constraint. In this work, we use stellar rank as a resource measure to design and benchmark bosonic codes under finite non-Gaussian resources. For fixed cat and Gottesman--Kitaev--Preskill (GKP) code families, we show that finite stellar rank creates a trade-off among state approximability, energy, and logical protection under photon loss and photon-number dephasing, evaluated with optimal recovery. This trade-off implies that codewords with better ideal error-correction properties need not be optimal once finite-rank preparation constraints are imposed. Going beyond fixed-target codewords, we directly optimize bosonic encodings at fixed stellar rank, revealing noise-adapted code structures and concrete resource thresholds. Grid-like encodings emerge under photon loss, whereas approximately rotation-symmetric encodings arise under dephasing. In the optimized search, stellar rank k=2 suffices to surpass break-even for all dephasing strengths considered, while under photon loss the required rank increases with the loss rate. These results establish stellar rank as an operationally meaningful resource measure for bosonic QEC under practical state-preparation constraints.
Stellar rank of quantum state of light quantifies the amount of non-Gaussian resources required for its generation. One popular and practical approach to certification of stellar rank is based on measurement of click statistics with an array of binary detectors that can only distinguish the presence and absence of photons. Specifically, it was shown that measurements with an array of m + 1 detectors allow one to certify stellar rank m of approximate Fock state | m 〉 , even when the state is subjected to losses or certain noise. Here we address the question as to how many click detectors are in principle required to certify stellar ranks higher than one. We show that two click detectors arranged in a Hanbury Brown-Twiss setup suffice. Interestingly, detection of stellar ranks higher than one is greatly facilitated by making the total detection efficiency of the detectors sufficiently low but well calibrated. Losses affect the response of the detection scheme in a way that can be exploited to certify stellar rank of higher Fock states. We explicitly construct the corresponding stellar rank witnesses and discuss dependence of the stellar rank thresholds on parameters of the considered setup. Our results reveal that it is possible to certify stellar ranks higher than 1 even with a minimalistic scheme that provides only very coarse-grained information about the photon number statistics of the characterized state.