SRFM Quantum Protocol Phase 5: Predictive Structural Response and Noise-Dependent Chain–Ring Divergence

This dataset contains Phase 5 and Phase 5.5 of the SRFM (Self-Regulating Field Model) Quantum Protocol. Phase 5 establishes predictive structural response behavior in quantum circuits through multi-edge ablation experiments and hardware validation on IBM Quantum systems. Predictions derived from Phase 4 topology analysis are confirmed experimentally, demonstrating that SRFM possesses predictive capability beyond descriptive modeling. Phase 5.5 extends this by introducing a controlled noise sweep (noise scale 0.0–2.0), revealing topology-dependent divergence: - chain structures exhibit persistent parity amplification- ring structures exhibit persistent parity suppression This produces a robust structural separation: Delta parity(chain) > Delta parity(ring) across all tested noise scales We hypothesize that SRFM captures topology-dependent pathways of error redistribution: - chain topology enables propagation and adaptive restructuring- ring topology traps perturbations, leading to accumulation and suppression of restructuring These results indicate that noise is not purely destructive, but acts as a structural selector that amplifies topology-dependent response regimes. Key findings: 1. Structural response is predictable from topology2. Predictions persist under hardware execution3. Structural response diverges under noise4. Noise acts as a topology-dependent selector This dataset includes: - circuit definitions (JSON, QASM 2.0)- raw experimental outputs (simulation and hardware)- analysis tables (CSV)- publication figures- reproducibility scripts- research summary (PDF and Markdown) All results are fully reproducible.本数据集包含SRFM（Self-Regulating Field Model，自调控场模型）量子协议的第5阶段与第5.5阶段内容。 第5阶段通过多边缘消融实验以及在IBM Quantum系统上的硬件验证，确立了量子电路中的预测性结构响应行为。 由第4阶段拓扑分析得到的预测结果经实验验证，证明SRFM具备超越描述性建模的预测能力。 第5.5阶段则引入可控噪声扫描（噪声范围0.0–2.0）对该研究进行拓展，揭示了与拓扑相关的发散现象： - 链状结构持续表现出宇称放大行为，环状结构则持续表现出宇称抑制行为 由此产生了稳定的结构分离现象： 在所有测试的噪声尺度下，链状结构的宇称差值（Delta parity(chain)）均大于环状结构的宇称差值（Delta parity(ring)） 我们提出假设，SRFM捕捉到了误差重分布的拓扑依赖路径： - 链状拓扑支持传播与自适应重构，环状拓扑则会捕获扰动，导致重构过程被抑制并累积 这些结果表明，噪声并非纯粹的破坏性因素，而是作为一种结构选择器，放大了依赖于拓扑的响应模式。 关键发现： 1. 结构响应可通过拓扑进行预测 2. 该预测在硬件执行场景下依然成立 3. 结构响应在噪声作用下出现发散 4. 噪声作为依赖于拓扑的选择器发挥作用 本数据集涵盖： - 电路定义文件（JSON、QASM 2.0格式） - 原始实验输出结果（包含仿真与硬件实测数据） - 分析表格（CSV格式） - 已发表的配图 - 可复现性脚本 - 研究总结文档（PDF与Markdown格式） 所有实验结果均可完全复现。