anon-pcqnp-ed26/pcqnp-finite-shot-reliability-artifact

该数据集是PC-QNP有限样本可靠性评估工件，支持NeurIPS 2026评估与数据集提交，专注于有限样本量子过程替代模型的物理保形可靠性评估。该工件旨在供评审者检查，并支持评审者级别对报告的聚合表、嵌套残差修复计算及IBM随机泡利通道协议验证进行复现。数据集包含多个配置文件，涵盖统一残差修复摘要、嵌套保形基线比较、硬件通道指标、原始点预测数据等，用于可靠性审计、边界压力测试声明及硬件验证分析。数据内容为合成模拟器输出、分析表和云量子硬件计数，不包含人类主体数据或个人数据。This anonymous review artifact supports a NeurIPS 2026 Evaluations & Datasets submission on physics-conformal reliability evaluation for finite-shot quantum-process surrogate models. The asset is intended for reviewer inspection and reviewer-level reproduction of the reported aggregate tables, nested residual-repair calculation, and IBM stochastic Pauli-channel protocol validation. It includes multiple configs covering unified residual repair summaries, nested conformal baseline comparisons, hardware channel metrics, raw point predictions, etc., for reliability auditing, boundary stress-test claims, and hardware validation analysis. The data consist of synthetic simulator outputs, analysis tables, and cloud quantum hardware counts, with no human-subject or personal data included.