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Research · Bell State · Zero-Noise Extrapolation

Resurrecting Coherence: An Open-Source Pipeline for Zero-Noise Extrapolation and Dynamical Decoupling on 80-Qubit GHZ States

Raja Ram · Kryptur OU · Tallinn, Estonia
Quantum Error Mitigation Research 2026 · Published June 9, 2026

ZNE extrapolation · all qubit sizes
Zero-noise extrapolation panels for N=4 through N=80
Peak raw F
0.950
4-qubit GHZ · N=4
Mitigated F (N=4)
0.957
DD + ZNE extrapolated to λ=0
80-qubit raw F
0.013
Statistically indistinguishable from zero
QKD threshold
11%
Only N=4 below QBER security limit
Logical & transpiledCircuitsCollapse signalParityBackend noiseCalibrationExtrapolationZNERaw vs mitigatedFidelityAll 15 figuresFull atlas

Multi-partite GHZ entanglement on cloud superconducting processors collapses rapidly as qubit count grows. On a 156-qubit backend, 80-qubit raw fidelity was 0.013 (95% CI: −0.008 to 0.033). We present a modular, open-source pipeline combining zero-noise extrapolation (ZNE) with gate-level XY4 dynamical decoupling (DD). For N ∈ {4,8,16,32,64,80}, XY4 preserved parity longer at small N but yielded at most ~1% absolute gain. Exponential ZNE did not recover usable entanglement beyond 16 qubits. All code, raw counts, and figures are archived at DOI 10.5281/zenodo.20617751.

Introduction

The N-qubit GHZ state is a canonical probe of coherence and multipartite entanglement on NISQ hardware. Under realistic noise, global dephasing converts the state into a classical mixture; parity observables ⟨X⊗N⟩ vanish as N grows.

|GHZN⟩ = (|0⟩⊗N + |1⟩⊗N) / √2

Can software-only error mitigation—ZNE combined with gate-level XY4 dynamical decoupling—restore practically useful entanglement without pulse-level hardware access?

Theoretical Framework

GHZ Fidelity Metric

F = (P(0…0) + P(1…1) + ⟨X⊗N⟩) / 2

Dynamical Decoupling (XY4)

XY4 inserts periodic X–Y–X–Y inversion pulses that refocus qubit phases and filter low-frequency dephasing at the gate level—portable across cloud backends without pulse calibration.

Zero-Noise Extrapolation

ZNE amplifies effective noise via digital gate folding (odd λ ∈ {1,3,5}), measures fidelity at each scale, and extrapolates to λ = 0 using F(λ) = F0 exp[−c(λ−1)].

Pipeline and Experimental Design

Executed on IBM Quantum ibm_marrakesh (156 qubits) for N ∈ {4,8,16,32,64,80}. Each size runs 12 circuits (baseline/DD × 3 noise scales × Z/X basis), 2000 shots each, with 500 multinomial bootstraps and GPU-accelerated exponential ZNE fitting.

Logical GHZ+XY4 circuit N=4
Figure 1 — Logical · N=4. Minimal chain · XY4 train visible. Hadamard preparation, CNOT chain, XY4 decoupling, measurement — before backend transpilation.
N = 80 · Transpiled native gatesMaximum width on ibm_marrakesh
Transpiled GHZ circuit N=80
Figure 2 — Transpiled · N=80. Baseline GHZ preparation (λ=1, Z-basis). Scroll horizontally for full gate-level detail · click to zoom.
N=4
N=16
N=32
N=64
N=80

Results and Analysis

Raw Fidelity Collapse

Table 1. Raw GHZ fidelity (λ=1, no DD). Median [95% CI]
NRaw FInterpretation
40.950Excellent
80.868Good
160.481Below 0.5 threshold
320.119Broken
64−0.007Statistically zero
800.013Statistically zero
Parity versus qubit count baseline vs XY4 DD
Figure 3. Parity ⟨X⊗N⟩ — baseline vs. XY4 DD (λ=1).
Backend calibration snapshot T1 T2 gate errors
Figure 4. Backend calibration: T₁, T₂, per-qubit gate errors (~98% 2Q fidelity).

Dynamical Decoupling at N=8

8-qubit Z-basis counts baseline vs DD
Figure 5. 8-qubit Z-basis probabilities: baseline (top) vs. XY4 DD (bottom) at λ=1. DD concentrates weight on |0⟩⊗8 and |1⟩⊗8 without fully restoring |GHZ8⟩.

Zero-Noise Extrapolation

Figure 6 · ZNE extrapolation panels — measured fidelities, exponential fits, λ=0 estimates
ZNE extrapolation panels for each qubit count
Table 2. Mitigated fidelity (DD+ZNE, extrapolated to λ=0)
NRaw FMitigated FFactor
40.9500.9571.01×
80.8680.8791.01×
160.4810.4770.99×
320.1190.1130.95×
64−0.0070.018
800.0130.0000.00×
Raw vs mitigated fidelity comparison
Figure 7. Raw (λ=1) vs. mitigated (DD+ZNE) fidelity with bootstrap error bars. Separation vanishes beyond N ≈ 8.

QBER and Quantum Networking

Table 3. QBER from mitigated DD+ZNE fidelity (11% QKD threshold)
NMitigated FQBERSecure?
40.957≈4.3%Yes
80.879≈12.1%Borderline
160.477≈52.3%No
320.113≈88.7%No
640.018≈98.2%No
800.000≈100%No
QBER from mitigated fidelity versus qubit count
Figure 8. QBER after mitigation vs. N. Dashed line: 11% QKD threshold. Only N=4 lies clearly below the security limit.

Conclusion

Gate-level DD+ZNE provides modest gains at small N (0.950 → 0.957 at 4 qubits) but cannot resurrect coherence at large N. Coherence resurrection at 64–80 qubits awaits lower two-qubit gate error or pulse-calibrated dynamical decoupling. The pipeline is a reproducible baseline archived at Zenodo.

Full paper, code & raw counts

DOI 10.5281/zenodo.20617751 · Open access · CC BY 4.0

View on Zenodo