Structural Validation of TFCM (Quantum Viscoelastic Continuum) Cosmological Simulation against GWTC-5.0 Gravitational Wave Population

Abstract: This dataset provides the simulation output and statistical validation pipeline comparing the Quantum Viscoelastic Continuum (TFCM) cosmological framework against the LIGO/Virgo/KAGRA GWTC-5.0 observational catalog. The study evaluates the structural mass-function generated by the TFCM substrate at a 2560^3 lattice resolution against observed gravitational wave event distributions. Methodology: Structural Extraction: Structures were isolated from the viscoelastic substrate using an absolute density threshold of 0.55. Statistical Validation: A Kolmogorov-Smirnov (K-S) test was employed to quantify the divergence between the simulated structural mass-function and the observational chirp-mass distribution. Efficiency: The validation confirms that the TFCM model provides a computationally efficient alternative to traditional N-body particle simulations, achieving structural convergence without the need for sub-grid multi-physics recipes. Files included: tfcm_gw_validation_v1.py: Python pipeline for data extraction and K-S statistical analysis. simulation_slices_0000_0800.zip: Simulation checkpoints used for structural analysis. validation_plot_ks_cdf.png: Visual representation of the K-S test (Cumulative Distribution Function overlap). validation_execution_log.txt: Terminal output demonstrating pipeline execution and statistical results. Data Citation: The GWTC-5.0 catalog used for validation was sourced from the official IGWN portal. [ https://zenodo.org/records/20276130/files/IGWN-GWTC5p0-59d160a18_25-SearchSummaryTable.hdf5?download=1 ].摘要：本数据集提供了量子粘弹性连续介质（Quantum Viscoelastic Continuum，TFCM）宇宙学框架与LIGO/Virgo/KAGRA合作组GWTC-5.0观测目录的对比模拟结果及统计验证流程。本研究以2560³晶格分辨率下TFCM基底生成的结构质量函数为研究对象，将其与观测到的引力波事件分布进行对比评估。 方法学： 结构提取：采用0.55的绝对密度阈值从粘弹性基底中分离出天体结构。 统计验证：采用柯尔莫哥洛夫-斯米尔诺夫（Kolmogorov-Smirnov，K-S）检验量化模拟得到的结构质量函数与观测啁啾质量分布之间的偏差。 计算效率：本验证结果表明，相较于传统N体粒子模拟，TFCM模型在计算上更为高效，无需借助亚网格多物理建模方案即可实现结构收敛。 包含文件： tfcm_gw_validation_v1.py：用于数据提取与K-S统计分析的Python流程脚本。 simulation_slices_0000_0800.zip：用于结构分析的模拟检查点文件。 validation_plot_ks_cdf.png：K-S检验（累积分布函数重合情况）的可视化结果图。 validation_execution_log.txt：展示流程执行与统计结果的终端输出日志文件。 数据引用：本验证所用的GWTC-5.0目录源自IGWN官方门户。[ https://zenodo.org/records/20276130/files/IGWN-GWTC5p0-59d160a18_25-SearchSummaryTable.hdf5?download=1 ]