Experimental Evidence of Topology-Dependent Error Correlations in Y⊗Z Stabilizer Measurements on IBM's 156-Qubit Heron Processor (4.86σ)
Description
Experimental Evidence of Topology-Dependent Error Correlations in Quantum Stabilizer Measurements
This dataset presents experimental measurements of stabilizer consistency across multiple four-qubit modules on a 156-qubit superconducting processor. Using an algebraic parity-triangle test in the Y⊗Z basis, we observe statistically significant, topology-dependent deviations from stabilizer consistency (up to 4.86σ), even when measurement and SPAM effects are controlled. These results provide direct experimental evidence that independent local noise models are insufficient to describe real multi-qubit hardware behavior, motivating hardware-aware approaches to quantum error correction and system design.
Key Discoveries
Module 0 (qubits 0,1,2): 4.86σ deviation (99.9999% confidence)
Discovery-level statistical significance
- Measured YZ₀₂: 0.4725 [95% CI: 0.4617-0.4834]
- Expected YZ₀₂: 0.4994
- Deviation magnitude: 2.68% (0.0268)
Module 2 (qubits 8,9,10): 3.76σ deviation (99.98% confidence)
Independent confirmation
- Measured YZ₀₂: 0.5339 [95% CI: 0.5231-0.5447]
- Expected YZ₀₂: 0.5132
- Deviation magnitude: 2.07% (0.0207)
Overall Results
- 2 of 6 tested modules (33%) show >3σ deviations from expected consistency
- Total measurements: 294,912 quantum circuit executions
- QPU time: 77 seconds on state-of-the-art hardware
- Job ID: d61v0lao8gvs73f1gutg (publicly verifiable)
Scientific Significance
Connection to 2025 Nobel Prize in Physics
The 2025 Nobel Prize recognized John Martinis, John Clarke, and Michel Devoret for proving that engineered electrical circuits can exhibit quantum behavior—establishing the physical foundation of superconducting quantum computing.
Our work extends this foundation: We demonstrate that when many quantum "artificial atoms" operate together at scale, their error structure exhibits systematic, topology-dependent correlations that challenge simplified noise assumptions commonly used in quantum error correction threshold modeling.
Impact on Quantum Error Correction
- Standard QEC threshold calculations typically assume independent local noise models
- Our experimental evidence shows topology-dependent deviations from these assumptions
- Error correction code design may benefit from incorporating hardware-specific correlation structure
- System architects require hardware-aware characterization for optimal performance
Novel Experimental Method
Parity-Triangle Consistency Test
For Y⊗Z stabilizers, the algebraic relation must hold if stabilizer measurements are consistent:
YZ₀₁ · YZ₁₂ = YZ₀₂ (mod 2)
We independently measured all three stabilizers:
- YZ₀₁: Parity of qubits 0 & 1
- YZ₁₂: Parity of qubits 1 & 2
- YZ₀₂: Parity of qubits 0 & 2 (triangle completion)
Result: Two modules show statistically significant deviations with confidence levels far beyond random statistical fluctuation.
To our knowledge, this is the first experimental application of a Y⊗Z parity-triangle consistency test on superconducting hardware, enabled by our proprietary π/4 rotation architecture (U.S. Provisional Patent No. 63/952,786).
Experimental Rigor
Platform
IBM Quantum ibm_fez (Heron r2 architecture)
- 156 qubits total
- Heavy-hex topology
- Gate error rates on the order of 10⁻³
- State-of-the-art superconducting transmon processor
Measurement Protocol
- 6 four-qubit modules (24 qubits total)
- 36 circuits (6 per module)
- 8,192 shots per circuit
- Job ID: d61v0lao8gvs73f1gutg (publicly verifiable)
SPAM Controls
State Preparation and Measurement errors were isolated:
- Ancilla-only measurements: ~98% fidelity
- No-syndrome controls: verified preparation quality
- Critical finding: Deviations persist after controlling for static measurement artifacts, indicating dynamic error correlations during circuit execution
Statistical Analysis
- Wilson confidence intervals (95%)
- Sigma significance testing: σ = (measured - expected) / SE
- Publication threshold: >3σ (99.7% confidence)
- Our results: 4.86σ and 3.76σ (both well above threshold)
Complete Dataset Contents
Raw Experimental Data
job-d61v0lao8gvs73f1gutg-result.json(98KB) - Complete IBM Quantum circuit results with all measurement outcomesmeta_d61v0lao8gvs73f1gutg.json(5KB) - Circuit metadata including qubit mappings and measurement configurations
Analysis & Results
yz_syndrome_analysis.json- Complete statistical analysis including:- Module-by-module breakdown with confidence intervals
- Parity consistency calculations
- Sigma significance values
- SPAM baseline measurements
module_results_table.csv- Summary table with all 6 modules ranked by performance
Documentation
README.md(11KB) - Comprehensive experimental methodology, results interpretation, theoretical discussion, and reproducibility instructionsYZ-sweep.docx(51KB) - Full experimental report with detailed analysis and publication recommendationsCITATION.cff- Standardized citation metadataLICENSE- CC BY 4.0 for data, MIT for code
Module Performance Summary
| Rank | Module | Qubits | Y⊗Z Fidelity | SPAM | σ | Deviation | Status |
|---|---|---|---|---|---|---|---|
| 1 | 4 | [16,23,22] | 61.0% | 0.2% | 1.89σ | 1.05% | ✓ Consistent |
| 2 | 3 | [12,13,14] | 61.5% | 0.8% | 1.05σ | 0.58% | ✓ Consistent |
| 3 | 1 | [4,5,6] | 58.7% | 1.8% | 2.96σ | 1.64% | Marginal |
| 4 | 2 | [8,9,10] | 61.2% | 4.3% | 3.76σ | 2.07% | ⚠️ DEVIATION |
| 5 | 5 | [17,27,26] | 57.3% | 1.7% | 2.35σ | 1.30% | Marginal |
| 6 | 0 | [0,1,2] | 50.7% | 3.8% | 4.86σ | 2.68% | ⚠️ DEVIATION |
Overall Statistics
- Mean Y⊗Z fidelity: 58.4% ± 4.0%
- Mean SPAM penalty: 2.1% ± 1.4%
- Mean parity deviation: 1.55%
- Maximum significance: 4.86σ
- Statistically significant (>3σ): 2/6 modules (33%)
Theoretical Implications
Possible Physical Mechanisms
The observed topology-dependent deviations may arise from several physical mechanisms:
- Measurement-induced dephasing: First stabilizer measurement perturbs the system; subsequent measurements see correlated state evolution
- Qubit crosstalk: Neighboring qubits interact during readout, creating spatially correlated errors
- Leakage to non-computational states: Transmon |2⟩, |3⟩ levels create dynamics beyond standard Pauli noise models
- Memory effects in control lines: Microwave pulse reflections, cavity photon lifetimes, residual couplings
These mechanisms can produce non-Markovian error correlations—errors with memory of previous operations that propagate through multi-qubit circuits in systematic, hardware-dependent ways.
Supporting Evidence for Correlation Structure
- Module 0 (highest σ) has lowest overall fidelity → hardware quality correlation
- Module 2 (second highest σ) has high fidelity elsewhere → not simply systematic gate errors
- Deviations ~2-3% relative → consistent with known crosstalk magnitudes
- Topology-dependent: different physical regions show different correlation behavior
Why This Matters for Industry
Significance for Advanced Quantum Hardware
Our observations on IBM's Heron r2 architecture (heavy-hex topology, gate errors ~10⁻³) demonstrate that correlation effects persist even in state-of-the-art hardware. This is not a limitation of early quantum computers—these are fundamental features of multi-qubit system dynamics that require hardware-aware approaches.
Impact on Stakeholders
- Hardware vendors: Topology-aware qubit selection and calibration protocols can identify and mitigate correlation-prone regions
- QEC researchers: Incorporating hardware-specific correlation structure may improve threshold estimates and code performance
- Algorithm designers: Runtime characterization enables intelligent qubit allocation and error-aware compilation
- System architects: Hardware abstraction layers (e.g., Q-HAL) that account for topology-dependent behavior become essential for scaling
Reproducibility & Verification
Independent Verification
All results can be verified using IBM Quantum job ID: d61v0lao8gvs73f1gutg
Complete Reproducibility
- Raw data provided: All 294,912 measurement outcomes
- Analysis scripts included: Rerun statistical analysis
- Circuit generation code: Reproduce experiment on any IBM backend
- Metadata preserved: Complete qubit mappings and configurations
Requirements
pip install qiskit qiskit-ibm-runtime numpy scipy
Data Availability & Licensing
Open Access
All data is freely available under Creative Commons Attribution 4.0 International (CC BY 4.0)
Code License
Analysis scripts under MIT License
Patent Protection
The Y⊗Z stabilizer preparation method using π/4 rotations is protected under U.S. Provisional Patent Application No. 63/952,786. This dataset demonstrates experimental validation but does not disclose enabling technical details.
Usage
You are free to use, modify, and build upon this dataset for any purpose, including commercial, as long as you provide attribution.
Research Context
- Organization: Quantum-Clarity LLC
- Platform: QuantaCore™ quantum control system
- Technology: Q-HAL (Quantum Hardware Abstraction Layer) for topology-aware optimization
- Website: https://www.quantum-clarity.com/quantum-reliability
Contact & Collaboration
Principal Investigator: Quantum-Clarity LLC
Email: info@quantum-clarity.com
Collaboration Opportunities
- Theoretical modeling of correlation mechanisms
- Cross-platform validation (IonQ, Rigetti, trapped ions)
- Extended studies on larger systems
- QEC code development incorporating correlation structure
- Hardware-aware compilation strategies
Acknowledgments
- IBM Quantum for hardware access and QPU credits
- IBM Quantum team for technical support
- The quantum computing research community
Related Publications
- Martinis, J., Clarke, J., & Devoret, M. (2025). Quantum behavior in macroscopic superconducting circuits. Nobel Prize in Physics 2025.
- Quantum-Clarity 116-qubit Y⊗Z demonstration (previous work establishing the measurement architecture)
Version History
v1.0 (February 5, 2026) - Initial public release
- Complete experimental dataset from February 4, 2026
- 6 modules, 294,912 measurements
- Statistical analysis with 4.86σ discovery
- Full documentation and reproducibility scripts
Files
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