Simulation Data and Scripts for "Beyond Single-Shot Fidelity: Chernoff-Based Throughput Optimization in Superconducting Qubit Readout"

This repository contains the numerical simulation data and scripts used to generate the figures in the manuscript: "Beyond Single-Shot Fidelity: Chernoff-Based Throughput Optimization in Superconducting Qubit Readout." The dataset includes parameter sweeps and derived quantities used to evaluate the Chernoff information, certification time, and readout score distributions for dispersive transmon readout. The simulations implement a trajectory-based model of the measurement process including cavity ring-up dynamics and stochastic T1 relaxation events that produce asymmetric score distributions. The repository includes: • Numerical data used to generate the main manuscript figures• Parameter sweep outputs for photon number, integration time, and overhead• Scripts used to compute Chernoff information and certification time metrics• Plotting scripts used to reproduce the figures The data are provided to support reproducibility of the results reported in the associated publication.本仓库包含用于生成下述学术论文中所有图表的数值模拟数据与配套脚本：《超越单次保真度：超导量子比特读出中基于切尔诺夫信息的吞吐量优化》。 本数据集涵盖参数扫描结果与衍生量化指标，可用于评估色散型传输子（transmon）量子比特读出场景下的切尔诺夫信息、认证时长与读出分数分布。本次模拟采用基于轨迹的测量过程模型，涵盖腔上升动力学与随机T1弛豫事件，该模型可生成非对称的读出分数分布。 本仓库包含以下内容： • 用于生成论文主图的数值数据集 • 光子数、积分时长与开销的参数扫描输出结果 • 用于计算切尔诺夫信息与认证时长指标的脚本 • 用于复刻全部图表的绘图脚本 本数据集的发布旨在支撑相关学术论文中报道结果的可复现性。