Pure SU(N) guage theory lattice data and analysis scripts for confined-deconfined interface tension, latent heat, and the lattice beta function

Supplemental material to arXiv:2506.15509 ("Confined-deconfined interface tension and latent heat in SU(N) gauge theory") containing three zip files with the following contents: interface_tension.zip :- Monte carlo output files, generate with the 'suN_gauge_surface' application of HILA , containing the confined-deconfined-interface fluctuation spectra. The data for N=4,5,8,10,16, Nt=5,6,7,8, and different spatial system sizes is located in subfolders SUN/ntX/v_Nxy_Nz . In addition to the bare simulation output text files, the folders also contain .npy files in which the relevant data, extracted from the text files, is stored in tabulated form for faster reuse.- jupyter notebook to load and process the confined-deconfined interface fluctuation data for the various N and Nt. It extracts the interface tension from the interface fluctuation spectra, performs the continuum extrapolation, and fits of the N-dependency. beta_function.zip : - text file 'betac' with measurements of the critical values of the inverse gauge coupling of SU(N) gauge theory for different numbers of colors N=4,5,8,10(,16) and different values of the inverse temperature Nt=5,6,7,8 , obtained from the Monte Carlo data provided in 'interface_tension.zip' (cf. above publication of more details).- jupyter notebook to extract the lattice beta function from the critical inverse gauge coupling data. latent_heat.zip :- text file 'betac' (same as in 'beta_function.zip')- text file 'plaq' containing Monte Carlo results for the plaquette values of SU(N) gauge theory for N=4,5,8,10(,16) in the confined and deconfined phase at the critical points for Nt=5,6,7,8 .- jupyter notebook which uses the lattice beta function and the difference in the plaquette values between confined and deconfined phase to obtaine the latent heat for the available N and Nt values. It then performes the continuum extrapolation and fits of the N-dependency.本材料为arXiv:2506.15509《SU(N)规范理论中的约束-退约束界面张力与潜热》的补充资料，包含三个压缩文件，具体内容如下： interface_tension.zip：内含蒙特卡洛（Monte Carlo）模拟输出文件，由HILA工具的`suN_gauge_surface`程序生成，用于存储约束-退约束界面的涨落谱。相关数据对应N=4、5、8、10、16，Nt=5、6、7、8以及不同空间系统尺寸，存储于子文件夹`SUN/ntX/v_Nxy_Nz`中。除原始模拟输出的文本文件外，各子文件夹还包含.npy格式文件，将从文本文件中提取的相关数据以制表形式存储，以实现快速复用。此外附带一份Jupyter Notebook，用于加载并处理不同N与Nt取值下的约束-退约束界面涨落数据：从界面涨落谱中提取界面张力，完成连续极限外推，并对N的依赖关系进行拟合。 beta_function.zip：内含文本文件`betac`，记录了从`interface_tension.zip`提供的蒙特卡洛（Monte Carlo）数据中提取的、不同色数N=4、5、8、10、16以及不同逆温度Nt=5、6、7、8下SU(N)规范理论的规范耦合临界逆值（详细细节参见上述发表论文）。同时附带一份Jupyter Notebook，用于从临界规范耦合逆值数据中提取格点β函数。 latent_heat.zip：内含文本文件`betac`（与`beta_function.zip`中的文件一致）；文本文件`plaq`，内含针对N=4、5、8、10、16的SU(N)规范理论，在Nt=5、6、7、8的临界点处，约束相与退约束相中的plaquette（plaquette）取值的蒙特卡洛（Monte Carlo）结果。附带一份Jupyter Notebook，借助格点β函数与约束相、退约束相间的plaquette取值差，计算得到对应N与Nt取值下的潜热，随后完成连续极限外推并对N的依赖关系进行拟合。